J. Galván Fraile, Franz Scherr, José J. Ramasco, Anton Arkhipov, Wolfgang Maass and Claudio R. MirassoModeling circuit mechanisms of opposing cortical responses to visual flow perturbationsPLoS Computational Biology20,
2024 DOI: https://doi.org/10.1371/journal.pcbi.1011921 Alternativer Link: LinkPublikation in PURE anzeigen
Yujie Wu, Bizhao Shi, Zhong Zheng, Hanle Zheng, Fangwen Yu, Xue Liu, Guojie Luo and Lei DengAdaptive spatiotemporal neural networks through complementary hybridizationNature Communications15,
2024 DOI: https://doi.org/10.1038/s41467-024-51641-x Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Roth, Günther Schindler, Bernhard Klein, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf and Zoubin GhaharamaniResource-Efficient Neural Networks for Embedded Systems Journal of Machine Learning Research
,
2024Publikation in PURE anzeigen
Tagungsbeitrag
Magnús M. Halldórsson and Yannic MausDistributed Delta-Coloring Under Bandwidth Limitations38th International Symposium on Distributed Computing, DISC 2024 Alternativer Link: LinkPublikation in PURE anzeigen
Benedikt Brünner, Martin Ebner and Harald BurgsteinerDistance Learning in Times of COVID-19 at Austrian Schools: A Rapid Systematic Literature ReviewProceedings of E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education 2024544-549Publikation in PURE anzeigen
Rustam Latypov, Yannic Maus, Shreyas Pai and Jara UittoAdaptive Massively Parallel Coloring in Sparse GraphsPODC 2024 - Proceedings of the 2024 ACM Symposium on Principles of Distributed Computing508-518 Alternativer Link: LinkPublikation in PURE anzeigen
Gennaro Gala, Cassio de Campos, Robert Peharz, Antonio Vergari and Erik QuaeghebeurProbabilistic Integral CircuitsProceedings of Machine Learning Research2143-2151 Alternativer Link: LinkPublikation in PURE anzeigen
Adam Sebestyen, Ozan Özdenizci, Robert Legenstein and Urs Leonhard HirschbergAI-Infused DesignData-Driven Intelligence489–498Publikation in PURE anzeigen
Jasmin Viktoria Gritsch, Robert Legenstein and Ozan ÖzdenizciPreserving Real-World Robustness of Neural Networks Under Sparsity ConstraintsMachine Learning and Knowledge Discovery in Databases. Research Track337-354Publikation in PURE anzeigen
2023
Buchkapitel
Christian Hofstadler, Ralph Stöckl and Christoph StöcklDIGICOPRO: Systemische Digitainability bei BetonierprozessenAgile Digitalisierung im Baubetrieb: Innovative Wege zur Transformation und Best Practices483-500Publikation in PURE anzeigen
Fangwen Yu, Yujie Wu, Songchen Ma, Mingkun Xu, Hongyi Li, Huanyu Qu, Chenhang Song, Taoyi Wang, Rong Zhao and Luping ShiBrain-inspired multimodal hybrid neural network for robot place recognitionScience Robotics8,
eabm6996,
2023 DOI: https://doi.org/10.1126/scirobotics.abm6996 Alternativer Link: LinkPublikation in PURE anzeigen
Thomas Limbacher, Ozan Özdenizci and Robert LegensteinMemory-dependent computation and learning in spiking neural networks through Hebbian plasticityIEEE Transactions on Neural Networks and Learning Systems
,
2023 DOI: https://doi.org/10.48550/arXiv.2205.11276Publikation in PURE anzeigen
Ozan Özdenizci and Robert LegensteinRestoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence45,
10346-10357,
2023 DOI: https://doi.org/10.1109/TPAMI.2023.3238179 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Romain Ferrand, Maximilian Baronig, Thomas Limbacher and Robert LegensteinContext-dependent computations in spiking neural networks with apical modulationArtificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings381-392 Alternativer Link: LinkPublikation in PURE anzeigen
Alvaro H.C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio de Campos and Robert PeharzContinuous Mixtures of Tractable Probabilistic ModelsProceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 7244-7252 Alternativer Link: LinkPublikation in PURE anzeigen
Yang Yang, Gennaro Gala and Robert PeharzBayesian Structure Scores for Probabilistic CircuitsInternational Conference on Artificial Intelligence and Statistics563-575 Alternativer Link: LinkPublikation in PURE anzeigen
Oswin Aichholzer and Anna BrötznerTwo Equivalent Representations of Bicolored Order TypesProceedings of the 39th European Workshop on Computational Geometry (EuroCG 2023)1:1-1:6Publikation in PURE anzeigen
Lorenzo Loconte, Nicola Di Mauro, Robert Peharz and Antonio VergariHow to Turn Your Knowledge Graph Embeddings into Generative Models via Probabilistic CircuitsAdvances in Neural Information Processing Systems 2023 Alternativer Link: LinkPublikation in PURE anzeigen
Philipp Hallgarten, David Bethge, Ozan Özdenizci, Tobias Grosse-Puppendahl and Enkelejda KasneciTS-MoCo: Time-series momentum contrast for self-supervised physiological representation learning31st European Signal Processing Conference (EUSIPCO)Publikation in PURE anzeigen
Francisco Javier Klaiber Aboitiz, Robert Legenstein and Ozan ÖzdenizciInteraction of Generalization and Out-of-Distribution Detection Capabilities in Deep Neural NetworksArtificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings248-259 Alternativer Link: LinkPublikation in PURE anzeigen
Adam Sebestyen, Ozan Özdenizci, Robert Legenstein and Urs Leonhard HirschbergGenerating conceptual architectural 3D geometries with denoising diffusion modelseCAADe 2023 - Digital Design Reconsidered451-460Publikation in PURE anzeigen
Adam Sebestyen, Ozan Özdenizci, Robert Legenstein and Urs HirschbergGenerating Conceptual Architectural 3D Geometries with Denoising Diffusion ModelseCAADe 2023 - Digital Design Reconsidered451-460 Alternativer Link: LinkPublikation in PURE anzeigen
Ceca Kraisnikovic, Spyros Stathopoulos, Themis Prodromakis and Robert LegensteinFault Pruning: Robust Training of Neural Networks with Memristive WeightsUnconventional Computation and Natural Computation, UCNC 2023124-139 Alternativer Link: LinkPublikation in PURE anzeigen
Selma van Esveld, Nardo de Vries, Sibilla Becchetti, Sofia Dopper, Willem van Valkenburg, May Kristine Jonson Carlon, Kensuke Yokoi, John Maurice Gayed, Hiroshi Suyama, Jeffrey Scott Cross, Tonje Jin, Wei Xue, Eric Bruillard, Hendrik Steinbeck, Christoph Meinel, Paker Doğu Özdemir, Burak Can Bayer, Duygu Mercan, Gamze Buyurucu, Halvdan Haugsbakken, Marianne Hagelia, Martin Ebner, Silvia Lipp, Wang Xiaoxiao, Guo Shuangshuang, Miguel Morales-Chan, Hector R. Amado-Salvatierra, Rocael Hernandez-Rizzardini, Marc Egloffstein, Holger Hünemohr, Dirk Ifenthaler, Fred Dixon, Stefania Trabucchi, Mehdi Khaneboubi, Ada Giannatelli, Alessandra Tomasini, Thomas Staubitz, Sebastian Serth, Max Thomas, Florian Rampelt, Alexander von Stetten, Andreas Wittke, Anuchai Theeraroungchaisri, Thapanee Thammetar, Vorasuang Duangchinda, Jintavee Khlaisang, Iris Steinkellner, Ivana Stojcevic, Charlotte Zwiauer, Maria Thirouard, Marie de la Villèsbrunne, Oliver Bernaert, Magnus Nohr, Carlos Alario Hoyos, Carlos Delgado Kloos, Doris Kiendl, Liliya Terzieva, Francesca Concia, Petr Distler, Gareth Law, Elena Macerata, Mario Mariani, Eros Mossini, Maddalena Negrin, Marko Štrok, Kristina Neuböck, Nadine Linschinger, Anja Lorenz, Stefanie Bock, Juleka Schulte-Ostermann, Ana Moura Santos, Paola Corti, Luis Felipe Coimbra Costa, Heini Utunen, Melissa Attias, Anna Tokar, Eileen Kennedy, Diana Laurillard, Samar Zeitoun, Julie Wasilewski, Souhad Shlaka, Sara Ouahib, Khalid Berrada, Michael Dietz and Dennis RothEMOOCs 2023Conference Proceedings EMOOCS 2023Publikation in PURE anzeigen
Christian Toth, Lars Lorch, Christian Knoll, Andreas Krause, Franz Pernkopf, Robert Peharz and Julius von KügelgenActive Bayesian Causal InferenceAdvances in Neural Information Processing Systems Publikation in PURE anzeigen
2022
Buchkapitel
Ceca Kraisnikovic, Wolfgang Maass and Robert LegensteinSpike-based symbolic computations on bit strings and numbersNeuro-Symbolic Artificial Intelligence214-234 Alternativer Link: LinkPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
Horst Petschenig, Marta Bisio, Marta Maschietto, Alessandro Leparulo, Robert Legenstein and Stefano VassanelliClassification of Whisker Deflections From Evoked Responses in the Somatosensory Barrel Cortex With Spiking Neural NetworksFrontiers in Neuroscience16,
2022 DOI: https://doi.org/10.3389/fnins.2022.838054Publikation in PURE anzeigen
Dominik F. Aschauer, Jens Bastian Eppler, Luke Ewig, Anna R. Chambers, Christoph Pokorny, Matthias Kaschube and Simon RumpelLearning-induced biases in the ongoing dynamics of sensory representations predict stimulus generalizationCell Reports38,
2022 DOI: https://doi.org/10.1016/j.celrep.2022.110340 Alternativer Link: LinkPublikation in PURE anzeigen
Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li and Yuan XieH2LearnIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems41,
4782-4796,
2022 DOI: https://doi.org/10.1109/TCAD.2021.3138347 Alternativer Link: LinkPublikation in PURE anzeigen
Dennis V Christensen, Regina Dittmann, Bernabe Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J Quill, Scott T Keene, Alberto Salleo, Julie Grollier, Danijela Marković, Alice Mizrahi, Peng Yao, J Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Wolfram H P Pernice, Harish Bhaskaran, Steve Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A Cleland, Christoph Posch, ShihChii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N Pryds and Xuan Li2022 roadmap on neuromorphic computing and engineeringNeuromorphic Computing and Engineering2,
2022 DOI: https://doi.org/10.1088/2634-4386/ac4a83Publikation in PURE anzeigen
Roy Henha Eyono, Ellen Boven, Anna Ghosh, Joseph Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A Richards, Christina Savin, Katharina Wilmes and Luke Y PrinceCurrent State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective PieceNeurons, Behavior, Data Analysis, and Theory2022,
2022 DOI: https://doi.org/10.51628/001c.35302, https://doi.org/10.48550/arXiv.2105.05382Publikation in PURE anzeigen
Agnes Korcsak-Gorzo, Michael G. Müller, Andreas Baumbach, Luziwei Leng, Oliver J. Breitwieser, Sacha J. van Albada, Walter Senn, Karlheinz Meier, Robert Legenstein and Mihai A. PetroviciCortical oscillations support sampling-based computations in spiking neural networksPLoS Computational Biology18,
2022 DOI: https://doi.org/10.1371/journal.pcbi.1009753 Alternativer Link: LinkPublikation in PURE anzeigen
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig and Kristian KerstingConditional sum-product networksInternational Journal of Approximate Reasoning 140,
298-313,
2022 DOI: https://doi.org/10.1016/j.ijar.2021.10.011 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Ozan Özdenizci and Robert LegensteinImproving robustness against stealthy weight bit-flip attacks by output code matchingProceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 202213378-13387 Alternativer Link: LinkPublikation in PURE anzeigen
David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Lewis Chuang, Ozan Özdenizci and Albrecht SchmidtEEG2Vec: Learning affective EEG representations via variational autoencoders2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)3150-3157 Alternativer Link: LinkPublikation in PURE anzeigen
David Bethge, Philipp Hallgarten, Ozan Özdenizci, Ralf Mikut, Albrecht Schmidt and Tobias Grosse-PuppendahlExploiting multiple EEG data domains with adversarial learning2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)3154-3158 Alternativer Link: LinkPublikation in PURE anzeigen
David Bethge, Philipp Hallgarten, Tobias Grosse-Puppendahl, Mohamed Kari, Ralf Mikut, Albrecht Schmidt and Ozan ÖzdenizciDomain-invariant representation learning from EEG with private encoders2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)1236-1240 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer and M. SteinkoglerAn insertion strategy for motorcycle graphs38th European Workshop on Computational Geometry : March 14-16, 2022, Perugia, Italy : booklet of abstractsPublikation in PURE anzeigen
Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri and Angeliki PantaziBiologically-inspired training of spiking recurrent neural networks with neuromorphic hardwareProceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022218-221 Alternativer Link: LinkPublikation in PURE anzeigen
Sonstiger Beitrag
Horst Petschenig and Robert LegensteinQuantized Rewiring: Hardware-aware training of sparse deep neural networksPublikation in PURE anzeigen
Horst Petschenig and Robert LegensteinQuantized Rewiring: Hardware-aware training of sparse deep neural networksPublikation in PURE anzeigen
Lukas Steinwender, Paul G. Beck, Kelly Hambleton, Manuela Stadlober-Temmer and Arnold HanslmeierMachine learning classification of RR Lyrae stars observed by TESSPublikation in PURE anzeigen
2021
Buchkapitel
B. Weiss, B. Juettler and F. AurenhammerArc fibration kernels of arc spline domainsGeometryPublikation in PURE anzeigen
Anand Subramoney, Franz Scherr and Wolfgang MaassReservoirs learn to learnReservoir Computing59-76 Alternativer Link: LinkPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
Friedemann Zenke, Sander Bohte, Claudia Clopath, Iulia Comsa, Julian Götz, Wolfgang Maass, Timothee Masquelier, Richard Naud, Emre Neftci, Mihai Petrovici, Franz Scherr and Dan GoodmanVisualizing a joint future of neuroscience and neuromorphic engineeringNeuron109,
571-575,
2021 DOI: https://doi.org/10.1016/j.neuron.2021.01.009 Alternativer Link: LinkPublikation in PURE anzeigen
Darjan Salaj, Anand Subramoney, Ceca Kraisnikovic, Guillaume Emmanuel Fernand Bellec, Robert Legenstein and Wolfgang MaassSpike-frequency adaptation supports network computations on temporally dispersed informationeLife10,
2021 DOI: https://doi.org/10.7554/eLife.65459 Alternativer Link: LinkPublikation in PURE anzeigen
Ozan Özdenizci, Safaa Eldeeb, Andac Demir, Deniz Erdogmus and Murat AkcakayaEEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning NetworksBiomedical Signal Processing and Control67,
2021 DOI: https://doi.org/10.1016/j.bspc.2021.102507 Alternativer Link: LinkPublikation in PURE anzeigen
Mo Han, Ozan Özdenizci, Toshiaki Koike-Akino, Ye Wang and Deniz ErdogmusUniversal Physiological Representation Learning with Soft-Disentangled Rateless AutoencodersIEEE Journal of Biomedical and Health Informatics25,
2928-2937,
2021 DOI: https://doi.org/10.1109/JBHI.2021.3062335 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Ganian, Thekla Hamm, Fabian Klute, Irene Parada and Birgit VogtenhuberCrossing-optimal extension of simple drawingsProc. XIX Encuentros de Geometría Computacional5Publikation in PURE anzeigen
Manuel Traub, Robert Legenstein and Sebastian OtteMany-joint robot arm control with recurrent spiking neural networksIEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 20214918-4925 Alternativer Link: LinkPublikation in PURE anzeigen
Manuel Traub, Martin V Butz, Robert Legenstein and Sebastian OtteDynamic action inference with recurrent spiking neural networksArtificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings233-244 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer, E. Papadopoulou and M. SuderlandPiecewise-linear farthest-site Voronoi diagramsProc. 32th Interntional Symposium on Algorithms and Computation (ISAAC'21)Publikation in PURE anzeigen
Ozan Özdenizci and Deniz ErdogmusOn the use of generative deep neural networks to synthesize artificial multichannel EEG signals2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021427-430 Alternativer Link: LinkPublikation in PURE anzeigen
Ozan Özdenizci and Robert LegensteinTraining adversarially robust sparse networks via Bayesian connectivity samplingProceedings of Machine Learning Research8314-8324Publikation in PURE anzeigen
Sonstiger Beitrag
Ceca Kraisnikovic, Wolfgang Maass and Robert LegensteinSpike-based symbolic computations on symbol sequences Alternativer Link: LinkPublikation in PURE anzeigen
Michael Günther Müller, Agnes Korcsak-Gorzo, Walter Senn, Luziwei Leng, Andreas Baumbach, Oliver Julien Breitwieser, Sacha van Albada, Karlheinz Meier, Robert Legenstein and Mihai PetroviciA functional role of cortical oscillations for probabilistic computation in spiking neural networksPublikation in PURE anzeigen
2020
Buchkapitel
Anand Subramoney, Franz Scherr and Wolfgang MaassReservoirs learn to learnReservoir ComputingPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
Zhaofei Yu, Shangqi Guo, Fei Deng, Qi Yan, Keke Huang, Jian K. Liu and Feng ChenEmergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-AllIEEE Transactions on Cybernetics50,
1347-1354,
2020 DOI: https://doi.org/10.1109/TCYB.2018.2871144 Alternativer Link: LinkPublikation in PURE anzeigen
Christoph Pokorny, Matias J. Ison, Arjun Rao, Robert Legenstein, Wolfgang Maass and Christos PapadimitriouSTDP forms associations between memory traces in networks of spiking neuronsCerebral Cortex30,
952-968,
2020 DOI: https://doi.org/10.1093/cercor/bhz140 Alternativer Link: LinkPublikation in PURE anzeigen
Christos H. Papadimitriou, Santosh S. Vempala, Daniel Mitropolsky, Michael Collins and Wolfgang MaassBrain computation by assemblies of neuronsProceedings of the National Academy of Sciences of the United States of America117,
14464 - 14472,
2020 DOI: https://doi.org/10.1073/pnas.2001893117 Alternativer Link: LinkPublikation in PURE anzeigen
Christophe Verbist, Michael G. Müller, Huibert D. Mansvelder, Robert Legenstein and Michele GiuglianoThe location of the axon initial segment affects the bandwidth of spike initiation dynamicsPLoS Computational Biology16,
2020 DOI: https://doi.org/10.1371/journal.pcbi.1008087 Alternativer Link: LinkPublikation in PURE anzeigen
Guillaume Emmanuel Fernand Bellec, Franz Scherr, Anand Subramoney, Elias Hajek, Darjan Salaj, Robert Legenstein and Wolfgang MaassA solution to the learning dilemma for recurrent networks of spiking neuronsNature Communications 11,
2020 DOI: https://doi.org/10.1038/s41467-020-17236-y Alternativer Link: LinkPublikation in PURE anzeigen
Robert LegensteinThe future of computing: learning-based, energy-efficient and brain-inspiredTU Graz Research24,
2020Publikation in PURE anzeigen
Stanislaw Woźniak, Angeliki Pantazi, Thomas Bohnstingl and Evangelos EleftheriouDeep learning incorporating biologically inspired neural dynamics and in-memory computingNature Machine Intelligence2,
325 - 336,
2020 DOI: https://doi.org/10.1038/s42256-020-0187-0Publikation in PURE anzeigen
Tagungsbeitrag
Alvaro H. C. Correia, Robert Peharz and Cassio P. de CamposJoints in Random Forests.Advances in Neural Information Processing Systems 33Publikation in PURE anzeigen
Ricky Maulana Fajri, Samaneh Khoshrou, Robert Peharz and Mykola PechenizkiyPS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data.ECML PKDD 2020. Lecture Notes in Computer Science.68-84Publikation in PURE anzeigen
Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting and Zoubin GhahramaniEinsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits.International Conference on Machine Learning, PMLR 1197563-7574Publikation in PURE anzeigen
Anna Saranti, Behnam Taraghi, Martin Ebner and Andreas HolzingerProperty-Based Testing for Parameter Learning of Probabilistic Graphical ModelsMachine Learning and Knowledge Extraction499-515 Alternativer Link: LinkPublikation in PURE anzeigen
Thomas Limbacher and Robert LegensteinH-Mem: Harnessing synaptic plasticity with Hebbian memory networksAdvances in Neural Information Processing SystemsPublikation in PURE anzeigen
Sonstiger Beitrag
Anand Subramoney, Ceca Kraisnikovic, Darjan Salaj, Guillaume Emmanuel Fernand Bellec, Robert Legenstein and Wolfgang MaassSpike-frequency adaptation contributes long short-term memory to networks of spiking neurons Alternativer Link: LinkPublikation in PURE anzeigen
2019
Buchkapitel
Wolfgang Maass, C. H. Papadimitriou, S. Vempala and Robert LegensteinBrain Computation: A Computer Science PerspectiveComputing and Software Science.184-199Publikation in PURE anzeigen
Jacques Kaiser, Michael Hoff, Andreas Konle, J. Camilo Vasquez Tieck, David Kappel, Daniel Reichard, Anand Subramoney, Robert Legenstein, Arne Roennau, Wolfgang Maass and Rüdiger DillmannEmbodied synaptic plasticity with online reinforcement learningFrontiers in Neurorobotics13,
1-11,
2019 DOI: https://doi.org/10.3389/fnbot.2019.00081 Alternativer Link: LinkPublikation in PURE anzeigen
Yexin Yan, David Kappel, Felix Neumärker, Johannes Partzsch, Johannes Partzsch, Bernhard Vogginger, Sebastian Höppner, Steve Furber, Wolfgang Maass, Robert Legenstein and Christian MayrEfficient Reward-Based Structural Plasticity on a SpiNNaker 2 PrototypeIEEE Transactions on Biomedical Circuits and Systems13,
579-591,
2019 DOI: https://doi.org/10.1109/TBCAS.2019.2906401Publikation in PURE anzeigen
Gautham P. Das, Philip J. Vance, Dermot Kerr, Sonya A. Coleman, Thomas M. McGinnity and Jian K. LiuComputational modelling of salamander retinal ganglion cells using machine learning approachesNeurocomputing325,
101-112,
2019 DOI: https://doi.org/10.1016/j.neucom.2018.10.004 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Daniel Gruss, Erik Kraft, Trishita Tiwari, Michael Schwarz, Ari Trachtenberg, Jason Hennessey, Alex Ionescu and Anders FoghPage Cache AttacksCCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security167-180Publikation in PURE anzeigen
Karl Stelzner, Robert Peharz and Kristian KerstingFaster attend-infer-repeat with tractable probabilistic models36th International Conference on Machine Learning, ICML 2019 Alternativer Link: LinkPublikation in PURE anzeigen
Ping Liang Tan and Robert PeharzHierarchical decompositional mixtures of variational autoencoders36th International Conference on Machine Learning, ICML 2019 Alternativer Link: LinkPublikation in PURE anzeigen
Marton Havasi, Robert Peharz and José Miguel Hernández-LobatoMinimal random code learningInternational Conference on Learning Representations Alternativer Link: LinkPublikation in PURE anzeigen
Antonio Vergari, Alejandro Molina, Robert Peharz, Zoubin Ghahramani, Kristian Kersting and Isabel ValeraAutomatic Bayesian Density AnalysisProceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) Alternativer Link: LinkPublikation in PURE anzeigen
Sonstiger Beitrag
Michael Günther MüllerEmergence of binding capabilities in generic spiking neural networksPublikation in PURE anzeigen
2018
Beitrag in Fachzeitschrift
Chen Liu, Guillaume Emmanuel Fernand Bellec, Bernhard Vogginger, David Kappel, Johannes Partzsch, Felix Neumärker, Sebastian Höppner, Wolfgang Maass, Steve B. Furber, Robert Legenstein and Christian G. MayrMemory-Efficient Deep Learning on a SpiNNaker 2 PrototypeFrontiers in Neuroscience12,
2018 DOI: https://doi.org/10.3389/fnins.2018.00840Publikation in PURE anzeigen
David Kappel, Robert Legenstein, Stefan Habenschuss, Michael Hsieh and Wolfgang MaassA dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learningeNeuro5,
2018 DOI: https://doi.org/10.1523/ENEURO.0301-17.2018 Alternativer Link: LinkPublikation in PURE anzeigen
Philip J. Vance, Gautham P. Das, Dermot Kerr, Sonya A. Coleman, T. Martin McGinnity, Tim Gollisch and Jian K. LiuBioinspired approach to modeling retinal ganglion cells using system identification techniquesIEEE Transactions on Neural Networks and Learning Systems29,
1796-1808,
2018 DOI: https://doi.org/10.1109/TNNLS.2017.2690139 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Robert Legenstein, Wolfgang Maass, Christos H. Papapdimitriou and Santosh S. VempalaLong Term Memory and the Densest K-Subgraph Problem9th Innovations in Theoretical Computer Science Conference (ITCS 2018)57:1–57:15Publikation in PURE anzeigen
Moritz Daniel Kampelmühler, Michael Günther Müller and Christoph FeichtenhoferCamera-based vehicle velocity estimation from monocular videoComputer Vision Winter Workshop (CVWW), 2018Publikation in PURE anzeigen
Guillaume Emmanuel Fernand Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein and Wolfgang MaassLong short-term memory and learning-to-learn in networks of spiking neuronsAdvances in Neural Information Processing SystemsPublikation in PURE anzeigen
N Ananri, C Daskalakis, Wolfgang Maass, C. H. Papadimitriou, A Saberi and S VempalaSmoothed Analysis of Discrete Tensor Decomposition and Assemblies of NeuronsAdvances in Neural Information Processing Systems 2018Publikation in PURE anzeigen
Zhaofei Yu, Tiejun Huang and Jian K. LiuImplementation of Bayesian Inference in Distributed Neural NetworksProceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018666-673 Alternativer Link: LinkPublikation in PURE anzeigen
Antonio Vergari, Alejandro Molina, Robert Peharz, Kristian Kersting, Nicola Di Mauro and Floriana EspositoSum-product autoencoding32nd AAAI Conference on Artificial Intelligence, AAAI 2018 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer, M. Steinkogler and R. KleinMaximal two-guard walks in polygonsProc. 34th European Workshop on Computational Geometry (EuroCG'18)#1Publikation in PURE anzeigen
B. Weiß, B. Jüttler and F. AurenhammerMitered offsets and straight skeletons for circular arc polygonsProc. 34th European Workshop on Computational Geometry (EuroCG'18)#52Publikation in PURE anzeigen
F. Aurenhammer and M. SteinkoglerOn merging straight skeletonsProc. 34th European Workshop on Computational Geometry (EuroCG'18)#42Publikation in PURE anzeigen
F. Aurenhammer, M. Steinkogler and R. KleinPartially walking a polygonProc. 29th International Symposium on Algorithms and Computation (ISAAC'18)Publikation in PURE anzeigen
2017
Buchkapitel
Vida Škreb and Christoph PokornyLong-term evolution of neural responses in the barrel cortex during learning of a bilateral vibrotactile two-alternative forced choice taskThe Impact of Sensory-guided Behavior of Neuronal Processing in the Mouse Barrel Cortex and a Novel Two-alternative Forced Choice Paradigm in Head-fixed Mice and Rats54-87 Alternativer Link: LinkPublikation in PURE anzeigen
Jacques Kaiser, Rainer Stal, Anand Subramoney, Arne Roennau and Rüdiger DillmannScaling up liquid state machines to predict over address events from dynamic vision sensorsBioinspiration & Biomimetics12,
2017 DOI: https://doi.org/10.1088/1748-3190/aa7663Publikation in PURE anzeigen
Tagungsbeitrag
Sebastian Schmitt, Johann Klahn, Guillaume Bellec, Andreas Grubl, Maurice Guttler, Andreas Hartel, Stephan Hartmann, Dan Husmann, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Muller, Paul Muller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Vasilis Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Rene Schuffny, Johannes Schemmel and Karlheinz MeierNeuromorphic hardware in the loop2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings2227-2234 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer, B. Jüttler and G. PauliniVoronoi diagrams for parallel halflines and line segments in spaceProc. 28th International Symposium on Algorithms and Computation (ISAAC'17)#7 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer, B. Juettler and Bastian WeißComputing straight skeletons for arc polygonsProc. 2nd Conference on Subdivision, Geometric and Algebraic Methods, Isogeometric Analysis and Refinability (SMART'2017)Publikation in PURE anzeigen
Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, David Stöckel, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel and Karlheinz MeierPattern representation and recognition with accelerated analog neuromorphic systemsProceedings - IEEE International Symposium on Circuits and SystemsPublikation in PURE anzeigen
Abschlussarbeit
Michael Günther MüllerVariable Binding Through Assemblies in Spiking Neural NetworksPublikation in PURE anzeigen
Christoph Pokorny, Matias Ison, Robert Legenstein and Wolfgang MaassA model for the formation of associations between memory items in the brainPublikation in PURE anzeigen
Franz Aurenhammer, Bert Jüttler and B. WeißComputing straight skeletons for arc polygonsPublikation in PURE anzeigen
Alexander Serb, Johannes Bill, Ali Khiat, Radu Berdan, Robert Legenstein and Themis ProdromakisUnsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapsesNature Communications 7,
2016 DOI: https://doi.org/10.1038/ncomms12611Publikation in PURE anzeigen
Christoph Pokorny, Christian Breitwieser and Gernot Müller-PutzThe role of transient target stimuli in a steady-state somatosensory evoked potential-based brain-computer interface setupFrontiers in Neuroscience10,
2016 DOI: https://doi.org/10.3389/fnins.2016.00152Publikation in PURE anzeigen
Tagungsbeitrag
F.B. Pokorny, B. W. Schuller, Robert Peharz, Franz Pernkopf, K.D. Bartl-Pokorny, C. Einspieler and P.B. MarschikContributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video materialCongreso Internacional Psicologia ClinicaPublikation in PURE anzeigen
F. Aurenhammer, G. Paulini and B. JüttlerVoronoi diagrams for parallel halflines in 3DProc. 32nd European Workshop on Computational Geometry (EuroCG 2016)127-130Publikation in PURE anzeigen
Robert Legenstein, Christos H. Papadimitriou, Santosh S. Vempala and Wolfgang MaassVariable Binding through Assemblies in Spiking Neural NetworksCEUR Workshop ProceedingsPublikation in PURE anzeigen
Sonstiger Beitrag
Behnam Taraghi, Anna Saranti, Robert Legenstein and Martin EbnerBayesian modelling of student misconceptions in the one-digit multiplication with probabilistic programming Alternativer Link: LinkPublikation in PURE anzeigen
Petar Horki, Daniela S. Klobassa, Christoph Pokorny and Gernot Müller-PutzEvaluation of Healthy EEG Responses for Spelling through Listener-Assisted ScanningIEEE Journal of Biomedical and Health Informatics19,
29-36,
2015 DOI: https://doi.org/10.1109/JBHI.2014.2328494Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, C. Huemer, A. Pilz and B. Vogtenhuber3-Colorability of pseudo-triangulationsInternational Journal of Computational Geometry and Applications
,
283-298,
2015Publikation in PURE anzeigen
Johannes Bill, Lars Holger Büsing, Stefan Habenschuss, Bernhard Nessler, Wolfgang Maass and Robert LegensteinDistributed Bayesian computation and self-organized learning in sheets of spiking neurons with local lateral inhibitionPLoS ONE10,
e0134356-e0134356,
2015 DOI: https://doi.org/10.1371/journal.pone.0134356 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, K. Dobiásová, B. Jüttler and G. RoteTriangulations with circular arcsJournal of Graph Algorithms and Applications
,
43-65,
2015Publikation in PURE anzeigen
David Kappel, Stefan Habenschuss, Robert Legenstein and Wolfgang MaassSynaptic sampling: A Bayesian approach to neural network plasticity and rewiringProceedings of NIPS Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer and G. WalzlThree-dimensional straight skeletons from bisector graphsProc. 5th International Conference on Analytic Number Theory and Spatial Tessellations15-29Publikation in PURE anzeigen
Sonstiger Beitrag
Wolfgang Maass, David Kappel, Stefan Habenschuss and Robert LegensteinReward-based network plasticity as Bayesian inferencePublikation in PURE anzeigen
David Kappel, Stefan Habenschuss, Robert Legenstein and Wolfgang MaassSynaptic Plasticity as Bayesian Inference Alternativer Link: LinkPublikation in PURE anzeigen
Robert Legenstein, David Kappel, Stefan Habenschuss and Wolfgang MaassStochastic network plasticity as Bayesian inferencePublikation in PURE anzeigen
Christoph Pokorny, Gernot Griesbacher, Zeno Jonke and Robert LegensteinNeural Computation with Assemblies and Assembly SequencesPublikation in PURE anzeigen
2014
Buchkapitel
Christoph Guger, Bettina Sorger, Q. Noirhomme, Lorina Naci, Martin M. Monti, Ruben Real, Christoph Pokorny, Sandra Veser, Zulay Lugo, Lucia Quitadamo, D. Lesenfants, Monica Risetti, Rita Formisano, Jlenia Toppi, Laura Astolfi, Thomas Emmerling, Lizette Heine, Helena Erlbeck, Petar Horki, Boris Kotchoubey, Luigi Bianchi, Donatella Mattia, Rainer Goebel, Adrian M. Owen, Frederic Pellas, Gernot Müller-Putz, S. Laureys, Andrea Kübler and Febo CincottiBrain-Computer Interfaces for Assessment and Communication in Disorders of ConsciousnessEmerging Theory and Practice in Neuroprosthetics181-214Publikation in PURE anzeigen
Robert LegensteinRecurrent network models, reservoir computingEncyclopedia of Computational Neuroscience1-5Publikation in PURE anzeigen
Petar Horki, Günther Bauernfeind, Daniela S. Klobassa, Christoph Pokorny, Gerald Pichler, Walter Schippinger and Gernot Müller-PutzDetection of mental imagery and attempted movements in patients with disorders of consciousness using EEGFrontiers in Human Neuroscience8,
1-9,
2014 DOI: https://doi.org/10.3389/fnhum.2014.01009Publikation in PURE anzeigen
Arne V. Blackman, Robert Legenstein, Stefan Grabuschnig and P. Jesper SjöströmA comparison of manual neuronal reconstruction from biocytin histology or 2-photon imaging: morphometry and computer modelingFrontiers in Neuroanatomy 8,
65-65,
2014 DOI: https://doi.org/10.3389/fnana.2014.00065 Alternativer Link: LinkPublikation in PURE anzeigen
Christoph Pokorny, Christian Breitwieser and Gernot Müller-PutzA Tactile Stimulation Device for EEG Measurements in Clinical UseIEEE Transactions on Biomedical Circuits and Systems8,
305-312,
2014 DOI: https://doi.org/10.1109/TBCAS.2013.2270176 Alternativer Link: LinkPublikation in PURE anzeigen
D. Lesenfants, D. Habbal, Z. Lugo, M. Lebeau, P. Horki, E. Amico, C. Pokorny, F. Gómez, A. Soddu, G. Müller-Putz, S. Laureys and Q. NoirhommeAn independent SSVEP-based brain-computer interface in locked-in syndromeJournal of Neural Engineering11,
2014 DOI: https://doi.org/10.1088/1741-2560/11/3/035002 Alternativer Link: LinkPublikation in PURE anzeigen
Gregor Michael Hörzer, Robert Legenstein and Wolfgang MaassEmergence of complex computational structures from chaotic neural networks through reward-modulated Hebbian learningCerebral Cortex24,
677-690,
2014 DOI: https://doi.org/10.1093/cercor/bhs348 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
F. Aurenhammer and G. WalzlPolytope offsets and straight skeletons in 3DProc. 30th Ann. Symposium on Computational Geometry (SoCG'14)98-99Publikation in PURE anzeigen
Christoph Pokorny, Gerald Pichler, Damien Lesenfants, Quentin Noirhomme, Steven Laureys and Gernot Müller-PutzSteady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and PerspectivesProceedings of the 6th International Brain-Computer Interface Conference Graz 2014055-1-055-4Publikation in PURE anzeigen
Gernot GriesbacherCell assembly self-organization in ensembles of pyramidal cells with relaxed lateral inhibition Alternativer Link: LinkPublikation in PURE anzeigen
David KappelSTDP installs in winner-take-all circuits an online approximation to hidden Markov model learning Alternativer Link: LinkPublikation in PURE anzeigen
Christoph Pokorny, Gerald Pichler, Damien Lesenfants, Quentin Noirhomme, Steven Laureys and Gernot Müller-PutzSteady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and PerspectivesPublikation in PURE anzeigen
2013
Book
Franz Aurenhammer, Rolf Klein and Der-Tsai LeeVoronoi Diagrams and Delaunay Triangulations Alternativer Link: LinkPublikation in PURE anzeigen
Giacomo Indiveri, Bernabé Linares-Barranco, Robert Legenstein, George Deligeorgis and Themistoklis ProdromakisIntegration of nanoscale memristor synapses in neuromorphic computing architecturesNanotechnology24,
384010-384010,
2013 DOI: https://doi.org/10.1088/0957-4484/24/38/384010 Alternativer Link: LinkPublikation in PURE anzeigen
Elmar A. Rückert, Gerhard Neumann, Marc Toussaint and Wolfgang MaassLearned graphical models for probabilistic planning provide a new class of movement primitivesFrontiers in Computational Neuroscience 6,
1-20,
2013 DOI: https://doi.org/10.3389/fncom.2012.00097 Alternativer Link: LinkPublikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer, Lars Buesing and Wolfgang MaassBayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticityPLoS Computational Biology9,
e1003037-e1003037,
2013 DOI: https://doi.org/10.1371/journal.pcbi.1003037 Alternativer Link: LinkPublikation in PURE anzeigen
Elmar Rückert and Andrea d'AvellaLearned parametrized dynamic movement primitives with shared synergies for controlling robotic and musculoskeletal systems.Frontiers in Computational Neuroscience 7,
1-18,
2013 DOI: https://doi.org/10.3389/fncom.2013.00138 Alternativer Link: LinkPublikation in PURE anzeigen
Christoph Pokorny, Daniela Klobassa, Gerald Pichler, Helena Erlbeck, Ruben Real, Andrea Kübler, Damien Lesenfants, Dina Habbal, Quentin Noirhomme, Monica Risetti, Donatella Mattia and Gernot Müller-PutzThe auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patientsArtificial Intelligence in Medicine59,
81-90,
2013 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
D. Lesenfants, D. Habbal, Christoph Pokorny, C. Chatelle, Petar Horki, F. Gomez, A. Soddu, Gernot Müller-Putz, S. Laureys and Q. NoirhommeImplementation of a new independent SSVEP-based BCIProceedings of the Fifth International Brain-Computer Interface Meeting304-305Publikation in PURE anzeigen
F. Aurenhammer, M. Kapl and B. JüttlerVoronoi diagrams from distance graphsProceeding 20th European Workshop on Computational Geometry (EuroCG'13)185-188Publikation in PURE anzeigen
M. Kapl, F. Aurenhammer and B. JüttlerVoronoi diagrams from (possibly discontinous) embeddingsProc. International Symposium on Voronoi Diagrams (ISVD 2013), IEEE Computer Society47-50Publikation in PURE anzeigen
Elmar Rückert and Andrea d'AvellaLearned Muscle Synergies as Prior in Dynamical Systems for Controlling Bio-mechanical and Robotic SystemsAbstracts of Neural Control of Movement Conference (NCM 2013) Alternativer Link: LinkPublikation in PURE anzeigen
M. Kapl, F. Aurenhammer and B. JuettlerUsing scaled embedded distances to generate metrics for R^2Proc. 14th IMA Conference on Algorithms and Computation Publikation in PURE anzeigen
Stefan Habenschuss, Johannes Bill and Bernhard NesslerHomeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraintsAdvances in Neural Information Processing Systems 26782-790 Alternativer Link: LinkPublikation in PURE anzeigen
Petar Horki, Daniela S. Klobassa, Christoph Pokorny and Gernot Müller-PutzAuditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasksProceedings BMT (Biomedizinische Technik) 20131-2Publikation in PURE anzeigen
F. Aurenhammer and G. WalzlStructure and computation of straight skeletons in 3-spaceProc. 24th International Symposium on Algorithms and Computation (ISAAC'13)44-54Publikation in PURE anzeigen
D. Lesenfants, D. Habbal, Christoph Pokorny, C. Chatelle, Petar Horki, F. Gomez, A. Soddu, Gernot Müller-Putz, S. Laureys and Q. NoirhommeImplementation of a new independent SSVEP-based BCIPublikation in PURE anzeigen
Wolfgang Maass, Stefan Habenschuss and Zeno JonkeNeural circuits naturally encode probability distributions over network states, and over trajectories of network states Alternativer Link: LinkPublikation in PURE anzeigen
Johannes Bill, Lars Buesing, Stefan Habenschuss, Bernhard Nessler, Robert Legenstein and Wolfgang MaassLocal inhibition facilitates synaptic learning in spatially extended Bayesian spiking networks Alternativer Link: LinkPublikation in PURE anzeigen
Elmar Rückert, David Kappel, Gerhard Neumann, Marc Toussaint and Wolfgang MaassPrinciples for an Alternative Design of Movement Primitives that Uses Probabilistic Inference in Learned Graphical Models Alternativer Link: LinkPublikation in PURE anzeigen
Gernot Müller-Putz, Christoph Pokorny, Daniela S. Klobassa, Gerald Pichler and Petar HorkiEEG-Based Communication With Patients in Minimally Conscious StatePublikation in PURE anzeigen
Stefan Habenschuss, Zeno Jonke and Wolfgang MaassNetworks of spiking neurons with noise have an inherent capability to generate heuristic solutions to complex constraint satisfaction problems Alternativer Link: LinkPublikation in PURE anzeigen
Petar Horki, Daniela S. Klobassa, Christoph Pokorny and Gernot Müller-PutzAuditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks.Publikation in PURE anzeigen
2012
Beitrag in Fachzeitschrift
O. Aichholzer, F. Aurenhammer, E. Demaine, F. Hurtado, P. Ramos and J. UrrutiaOn k-convex polygonsComputational Geometry: Theory and Applications45,
73-87,
2012Publikation in PURE anzeigen
Stefan Klampfl, V. David Stephen, Pingbo Yin, Shibab Shamma and Wolfgang MaassA quantitative analysis of information about past and present stimuli encoded by spikes of A1 neuronsJournal of Neurophysiology108,
1366-1380,
2012 DOI: https://doi.org/10.1152/jn.00935.2011 Alternativer Link: LinkPublikation in PURE anzeigen
Elmar Rückert and Gerhard NeumannA study of Morphological Computation by using Probabilistic Inference for Motor PlanningProceedings of the 2nd international Conference on Morphological ComputationPublikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, B. Jüttler, K. Dobiásová and G. RoteTriangulations with circular arcsGraph Drawing296-307Publikation in PURE anzeigen
Oswin Aichholzer, Wolfgang Aigner, Thomas Hackl and Nicola WolpertExact Medial Axis Computation for Circular Arc BoundariesCurves and Surfaces 201028-42Publikation in PURE anzeigen
Wolfgang Maass, Dimitri Probst, Henry Markram and Marc Oliver GewaltigLiquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a BallLecture Notes in Computer Science209-216 Alternativer Link: LinkPublikation in PURE anzeigen
W. Aigner, F. Aurenhammer and B. JüttlerOn triangulation axes of polygonsProc. 28th European Workshop on Computational Geometry (EuroCG'12)125-128Publikation in PURE anzeigen
Sonstiger Beitrag
David Kappel, Bernhard Nessler and Wolfgang MaassEmergence of Hidden Markov Models through STDP in Networks of Spiking NeuronsPublikation in PURE anzeigen
Robert Legenstein and Wolfgang MaassSpikes as temporal beliefs and the optimal temporal integration of uncertain information in networks of spiking neuronsPublikation in PURE anzeigen
Zeno Jonke, Stefan Habenschuss, Robert Legenstein and Wolfgang MaassImproved feature extraction by pyramidal cells through relaxed lateral inhibition Alternativer Link: LinkPublikation in PURE anzeigen
2011
Buchkapitel
Wolfgang MaassMotivation, theory, and applications of liquid state machinesComputability in Context: Computation and Logic in the Real World275-296Publikation in PURE anzeigen
Beitrag in Fachzeitschrift
Robert Legenstein and Wolfgang MaassBranch-specific plasticity enables self-organization of nonlinear computation in single neuronsThe Journal of Neuroscience31,
10787-10802,
2011 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, B. Jüttler, M. Oberneder and Z. SirComputational and structural advantages of circular boundary representationInternational Journal of Computational Geometry and Applications21,
47-69,
2011 DOI: https://doi.org/10.1142/S0218195911003548Publikation in PURE anzeigen
Helmut Hauser, Auke J. Ijspeert, Rudolf M. Füchslin, Rolf Pfeifer and Wolfgang MaassTowards a theoretical foundation for morphological computation with compliant bodiesBiological Cybernetics105,
355-370,
2011 Alternativer Link: LinkPublikation in PURE anzeigen
Lars Buesing, Johannes Bill, Bernhard Nessler and Wolfgang MaassNeural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking NeuronsPLoS Computational Biology7,
e1002211-e1002211,
2011 DOI: https://doi.org/10.1371/journal.pcbi.1002211 Alternativer Link: LinkPublikation in PURE anzeigen
Malte J. Rasch, Klaus Schuch, Nikos K. Logothetis and Wolfgang MaassStatistical Comparison of Spike Responses to Natural Stimuli in Monkey Area V1 With Simulated Responses of a Detailed Laminar Network Model for a Patch of V1Journal of Neurophysiology105,
757-778,
2011 DOI: https://doi.org/10.1152/jn.00845.2009 Alternativer Link: LinkPublikation in PURE anzeigen
Robert LegensteinDendritic computation could support probabilistic inference in networks of spiking neuronsAbstracts Annual Meeting1-1Publikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, K. Cech Dobiasova, B. Juettler and G. RoteTriangulations with circular arcsProc. 19th International Symposium on Graph Drawing296-307Publikation in PURE anzeigen
Gregor Michael Hörzer, Robert Legenstein and Wolfgang MaassEliminating the teacher in reservoir computingProceedings of the 2nd International Conference on Morphological Computation32-32 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang AignerExact medial axis computation of triangulated solid for piecewise linear metricsSpringer LNCS 69201-27Publikation in PURE anzeigen
Abschlussarbeit
Stefan KlampflComputation and Learning in Biological Networks of Neurons: Theoretical Analysis, Computer Simulations, and Analysis of Experimental DataPublikation in PURE anzeigen
Gernot Griesbacher and Helmut HauserMoving a robot arm by exploiting its complex compliant morphology Alternativer Link: LinkPublikation in PURE anzeigen
Stefanie Liebe, Gregor Michael Hörzer, Nikos Logothetis and Gregor RainerLong range coupling in theta between V4 and prefrontal cortex predicts visual memory performancePublikation in PURE anzeigen
Stefan Habenschuss, Helmut Puhr and Wolfgang MaassEmergence of Optimal Population Decoding through STDPPublikation in PURE anzeigen
Robert Legenstein, Dejan Pecevski, Lars Holger Büsing and Wolfgang MaassDendritic computation could support probabilistic inference in networks of spiking neurons Alternativer Link: LinkPublikation in PURE anzeigen
Robert Legenstein and Wolfgang MaassSelf-organization of nonlinear neural computation through synaptic plasticity in dendritic branchesPublikation in PURE anzeigen
2010
Beitrag in Fachzeitschrift
Claudia Clopath, Lars Holger Büsing, Eleni Vasilaki and Wulfram GerstnerConnectivity reflects Coding: a model of voltage-based STDP with homeostasisNature Neuroscience13,
344-352,
2010 DOI: https://doi.org/10.1038/nn.2479Publikation in PURE anzeigen
Robert LegensteinReinforcement learning on slow features of high-dimensional input streamsPLoS Computational Biology6,
e1000894-e1000894,
2010 Alternativer Link: LinkPublikation in PURE anzeigen
Johannes Bill, Klaus Schuch, Wolfgang Maass, Daniel Bruederle, Johannes Schemmel and Karlheinz MeierCompensating inhomogeneities of neuromorphic VLSI devices via short-term synaptic plasticityFrontiers in Computational Neuroscience
,
1-12,
2010 DOI: https://doi.org/10.3389/fncom.2010.00129 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Legenstein, Steven Chase, Andrew B. Schwartz and Wolfgang MaassA reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control taskThe Journal of Neuroscience30,
8400-8410,
2010Publikation in PURE anzeigen
Gregor Michael Hörzer, Stefanie Liebe, Alois Schlögl, Nikos Logothetis and Gregor RainerDirected coupling in local field potentials of Macaque V4 during visual short-term memory revealed by multivariate autoregressive modelsFrontiers in Computational Neuroscience
,
1-13,
2010 DOI: https://doi.org/10.3389/fncom.2010.00014 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Robert LegensteinCombining predictions for accurate recommender systemsProceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining693-702Publikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer and B. JüttlerExact medial axis computation for triangulated solids with respect to piecewise linear metricsCurves and Surfaces1-27Publikation in PURE anzeigen
Johannes Bill, Daniel Bruederle, Bernhard Kaplan, Jens Kremkow, Karlheinz Meier, Eric Mueller and Johannes SchemmelSimulator-like exploration of cortical network architectures with a mixed-signal VLSI systemCircuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on2784-2787 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Legenstein, Steven Chase, Andrew B. Schwartz and Wolfgang MaassFunctional network reorganization in motor cortex can be explained by reward-modulated Hebbian learningProc. of NIPS 2009, Advances in Neural Information Processing Systems1105-1113Publikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer and Wolfgang MaassSTDP enables spiking neurons to detect hidden causes of their inputsProc. of Advances in Neural Information Processing Systems (NIPS)1357-1365 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, K. Dobiásová and B. JüttlerArc triangulationsProc. 26th European Workshop on Computational Geometry (EuroCG'10)17-20Publikation in PURE anzeigen
Stefan Klampfl and Wolfgang MaassReplacing supervised classification learning with Slow Feature Analysis in spiking neural networksAdvances in Neural Information Processing Systems988-996 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, C. Huemer, A. Pilz and B. Vogtenhuber3-Colorability of pseudo-triangulationsProc. 26th European Workshop on Computational Geometry (EuroCG'10)21-24Publikation in PURE anzeigen
M. Demuth, F. Aurenhammer and A. PinzStraight skeletons for binary shapesComputer Vision and Pattern Recognition Workshop (CVPRW)9-16Publikation in PURE anzeigen
Sonstiger Beitrag
Gregor Michael HörzerReward-modulated Hebbian learning is able to induce coherent patterns of activity and simple memory functions in initially chaotic recurrent neural networksPublikation in PURE anzeigen
Stefanie Liebe, Gregor Michael Hörzer, Nikos Logothetis and Gregor RainerOscillatory neuronal synchronization between prefrontal and extrastriate visual cortex during visual memoryPublikation in PURE anzeigen
Lars Büsing, Johannes Bill, Bernhard Nessler, Stefan Habenschuss and Wolfgang MaassEmergence of Bayesian computation in generic motifs of cortical microcircuitsPublikation in PURE anzeigen
2009
Beitrag in Fachzeitschrift
O. Aichholzer, F. Aurenhammer, T. Hackl and B. SpeckmannOn minimum weight pseudo-triangulationsComputational Geometry: Theory and Applications42,
627-631,
2009Publikation in PURE anzeigen
A. Steimer, Wolfgang Maass and Rodney DouglasBelief-propagation in networks of spiking neuronsNeural Computation21,
2502-2523,
2009Publikation in PURE anzeigen
Stefan Klampfl, Robert Albin Legenstein and Wolfgang MaassSpiking neurons can learn to solve information bottleneck problems and to extract independent componentsNeural Computation21,
911-959,
2009Publikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer and Wolfgang MaassHebbian learning of Bayes optimal decisionsAdvances in neural information processing systems 211169-1176Publikation in PURE anzeigen
Gerhard Neumann, Wolfgang Maass and Jan PetersLearning Complex Motions by Sequencing Simpler Motion TemplatesProceedings of the Twenty-Sixth International Conference on Machine Learning (ICML 2009)753-761 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, T. Hackl, B. Jüttler, E. Pilgerstorfer and M. RablDivide-and-conquer for voronoi diagrams revisitedProc. 25th European Workshop on Computational Geometry (EuroCG'09)293-296Publikation in PURE anzeigen
Benjamin Schrauwen, Lars Holger Büsing and Robert LegensteinOn Computational Power and the Order-Chaos Phase Transition in Reservoir ComputingAnnual Conference on Neural Information Processing SystemsPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, B. Kornberger, S. Plantinga, G. Rote, A. Sturm and G. VegterRecovering structure from r-sampled objectsProc. Symposium on Geometry Processing 20091349-1360Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, F. Hurtado, P. Ramos and J. UrrutiaTwo-convex polygonsProc. 25th European Workshop on Computational Geometry (EuroCG'09)117-120Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, O. Devillers, T. Hackl, M. Teillaud and B. VogtenhuberLower and upper bounds on the number of empty cylinders and ellipsoidsProc. 25th European Workshop on Computational Geometry (EuroCG'09)139-142Publikation in PURE anzeigen
Heinz Koeppl and Stefan HäuslerMotifs, algebraic connectivity and computational performance of two data- based cortical circuit templatesInternational Workshop on Computational Systems Biology83-86 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, W. Aigner, F. Aurenhammer, T. Hackl, B. Jüttler, E. Pilgerstorfer and M. RablDivide-and-conquer for voronoi diagrams revisitedProc. 25th Ann. Symposium on Computational Geometry (SoCG'09)189-197Publikation in PURE anzeigen
Gernot GriesbacherLearning to move a robot arm by exploiting it’s morphological structurePublikation in PURE anzeigen
Sonstiger Beitrag
Robert Legenstein and Wolfgang MaassAn integrated learning rule for branch strength potentiation and STDPPublikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer and Wolfgang MaassSTDP performs stochastic EM to reveal the hidden causes of spatiotemporal spiking patterns Alternativer Link: LinkPublikation in PURE anzeigen
Stefanie Liebe, Gregor Michael Hörzer, Nikos Logothetis, Wolfgang Maass and Gregor RainerLong range coupling between V4 and PF in theta band during visual short-term memory Alternativer Link: LinkPublikation in PURE anzeigen
Stefan KlampflReplacing supervised classification learning with Slow Feature Analysis in spiking neural networks Alternativer Link: LinkPublikation in PURE anzeigen
Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang MaassFunctional network reorganization in motor cortex can be explained by reward-modulated Hebbian learningPublikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer and Wolfgang MaassSTDP enables spiking neurons to detect hidden causes of their inputs Alternativer Link: LinkPublikation in PURE anzeigen
Niko Wilbert, Mathias Franzius, Robert Legenstein and Laurenz WiskottReinforcement learning on complex visual stimuliPublikation in PURE anzeigen
Niko Wilbert, Robert Legenstein and Laurenz WiskottSlowness in hierarchical networks for visual processingPublikation in PURE anzeigen
Stefan Klampfl, Stephen V David, Pingbo Yin, Shihab A Shamma and Wolfgang MaassIntegration of stimulus history in information conveyed by neurons in primary auditory cortex in response to tone sequencesPublikation in PURE anzeigen
2008
Buchkapitel
F. Aurenhammer and Y.-F. XuOptimal triangulationsEncyclopedia of Optimization (2nd Edition)2757-2764Publikation in PURE anzeigen
Beitrag in Fachzeitschrift
Claudia Clopath, Lorric Ziegler, Eleni Vasilaki, Lars Holger Büsing and Wulfram GerstnerTag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and DepressionPLoS Computational Biology4,
e1000248-e1000248,
2008 DOI: https://doi.org/10.1371/journal.pcbi.1000248 Alternativer Link: LinkPublikation in PURE anzeigen
Marcelo Montemurro, Malte Rasch, Yusuke Murayama, Nikos K. Logothetis and Stefano PanzeriPhase-of-Firing Coding of Natural Visual Stimuli in Primary Visual CortexCurrent biology18,
375-380,
2008 DOI: https://doi.org/10.1016/j.cub.2008.02.023 Alternativer Link: LinkPublikation in PURE anzeigen
Gerhard NeumannBatch-Mode Reinforcement Learning for Continuous State Spaces: A SurveyÖGAI-Journal27,
1-1,
2008 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, P. Gonzalez-Nava, T. Hackl, C. Huemer, F. Hurtado, H. Krasser, S. Ray and B. VogtenhuberMatching edges and faces in polygonal partitionsComputational Geometry: Theory and Applications39,
134-141,
2008 DOI: https://doi.org/10.1016/j.comgeo.2007.07.002Publikation in PURE anzeigen
Robert Legenstein, Dejan Pecevski and Wolfgang MaassA learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedbackPLoS Computational Biology4,
1-27,
2008Publikation in PURE anzeigen
Robert Albin Legenstein and Wolfgang MaassOn the classification capability of sign-constrained perceptronsNeural Computation20,
208-309,
2008Publikation in PURE anzeigen
Tagungsbeitrag
F. Aurenhammer, M. Demuth and T. SchifferComputing convex quadrangulationsProc. International Symposium on Voronoi Diagrams in Science and Engineering32-43Publikation in PURE anzeigen
Robert LegensteinImproved neighborhood-based algorithms for large-scale recommender systemsKDD-Cup and Workshop. ACM, 2008Publikation in PURE anzeigen
Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang MaassA model for learning effects in motor cortex that may facilitate the brain control of neuroprosthetic devices2008 Neuroscience Meeting Planner, OnlinePublikation in PURE anzeigen
Anna Saranti A., Meier M."underground sounds": Experimenting with the sounds of earthquakesProceedings of the International Computer Music Conference0-0 Alternativer Link: LinkPublikation in PURE anzeigen
Anna Manuela Meier, SarantiSonic Explorations with Earthquake DataProceedings of the 14th International Conference on Auditory Display, Paris, France, June 24-27, 20080-0 Alternativer Link: LinkPublikation in PURE anzeigen
Lars Holger Büsing and Wolfgang MaassSimplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neuronsProc. of NIPS 2007, Advances in Neural Information Processing Systems Alternativer Link: LinkPublikation in PURE anzeigen
Gerhard NeumannFitted Q-Iteration by Advantage Weighted RegressionAdvances in Neural Information Processing Systems 22 (NIPS 2008) Alternativer Link: LinkPublikation in PURE anzeigen
Robert Albin Legenstein, Dejan Pecevski and Wolfgang MaassTheoretical analysis of learning with reward-modulated spike-timing-dependent plasticityProc. of NIPS 2007, Advances in Neural Information Processing Systems Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, B. Kornberger, S. Plantinga, G. Rote, A. Sturm and G. VegterSeed polytopes for incremental approximationProc. 24th European Workshop on Computational Geometry (EuroCG'08)13-16Publikation in PURE anzeigen
Abschlussarbeit
Gregor Michael HörzerExtraction of information about the behavioral state of monkeys from neuronal recordings with methods from machine learningPublikation in PURE anzeigen
Johannes BillSelf-Stabilizing Network Architectures on a Neuromorphic Hardware System Alternativer Link: LinkPublikation in PURE anzeigen
Sonstiger Beitrag
Claudia Clopath, Lars Holger Büsing, Eleni Vasilaki and Wulfram GerstnerA unified voltage-based model for STDP, LTP and LTDPublikation in PURE anzeigen
Bernhard Nessler, Michael Pfeiffer and Wolfgang MaassHebbian Learning of Bayes Optimal DecisionsPublikation in PURE anzeigen
Robert LegensteinOn Computational Power and the Order-Chaos Phase Transition in Reservoir ComputingPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, O. Devillers, T. Hackl, M. Teillaud and B. VogtenhuberCounting quadrics and Delaunay triangulations and a new convex hull theoremPublikation in PURE anzeigen
Michael Pfeiffer, Bernhard Nessler and Wolfgang MaassA Hebbian Learning Rule for Optimal Decision MakingPublikation in PURE anzeigen
Stefan Häusler, Klaus Schuch and Wolfgang MaassMotif distribution, dynamical properties, and computational performance of two data-based cortical microcircuit templatesPublikation in PURE anzeigen
2007
Buchkapitel
Robert Albin Legenstein and Wolfgang MaassWhat makes a dynamical system computationally powerful?New Directions in Statistical Signal Processing: From Systems to Brain127-154 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and T. HacklPre-triangulations and liftable complexesDiscrete & Computational Geometry38,
701-725,
2007Publikation in PURE anzeigen
Eilif Muller, Lars Holger Büsing, Johannes Schemmel and Karlheinz MeierSpike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal TheoriesNeural Computation19,
2958-3010,
2007Publikation in PURE anzeigen
F. AurenhammerWeighted skeletons and fixed-share decompositionComputational Geometry: Theory and Applications40,
93-101,
2007Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl and C. HuemerConnecting colored point setsDiscrete Applied Mathematics155,
271-278,
2007Publikation in PURE anzeigen
Stefan Häusler and Wolfgang MaassA statistical analysis of information processing properties of lamina-specific cortical microcircuit models.Cerebral Cortex17,
149-162,
2007 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Huemer and B. VogtenhuberGray code enumeration of plane straight line graphsGraphs and Combinatorics23,
467-479,
2007Publikation in PURE anzeigen
Wolfgang Maass, Prashant Joshi and Eduardo SontagComputational aspects of feedback in neural circuitsPLoS Computational Biology3,
1-20,
2007 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Albin Legenstein and Wolfgang MaassEdge of Chaos and Prediction of Computational Performance for Neural Circuit ModelsNeural Networks20,
323-333,
2007Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, B. Kornberger, M. Peternell and H. PottmannApproximating boundary-triangulated objects with ballsProc. 23rd European Workshop on Computational Geometry (EuroCG'07)130-133 Alternativer Link: LinkPublikation in PURE anzeigen
Arthur Gretton, Karsten M. Borgwardt, Malte Johannes Rasch, Bernhard Schoelkopf and Alex J. SmolaA kernel method for the two-sample-problemAdvances in neural information processing systems 19513-520 Alternativer Link: LinkPublikation in PURE anzeigen
[No Value] D. Nikolic, Stefan Häusler, [No Value] W. Singer and Wolfgang MaassTemporal dynamics of information content carried by neurons in the primary visual cortexAdvances in Neural Information Processing Systems1041-1048 Alternativer Link: LinkPublikation in PURE anzeigen
Stefan Klampfl, Robert Albin Legenstein and Wolfgang MaassInformation Bottleneck Optimization and Independent Component Extraction with Spiking NeuronsAdvances in Neural Information Processing Systems713-720 Alternativer Link: LinkPublikation in PURE anzeigen
Oswin Aichholzer, Franz Aurenhammer, Thomas Hackl, Bert Jüttler, Margot Oberneder and Zbynek SirComputational and structural advantages of circular boundary representationInternational Workshop on Algorithms and Data Structures374-385Publikation in PURE anzeigen
Gerhard Neumann, Michael Pfeiffer and Wolfgang MaassEfficient Continuous-Time Reinforcement Learning with Adaptive State GraphsMachine learning250-261Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl, B. Juettler, M. Oberneder and Z. SirComputational and structural advantages of circular boundary representationProc. 10th International Workshop on Algorithms and Data Structures (WADS'07)374-385Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, T. Hackl and B. SpeckmannOn (pointed) minimum weight pseudo-triangulationsProc. 19th Canadian Conference on Computational Geometry (CCCG'07)209-212Publikation in PURE anzeigen
F. Aurenhammer, M. Peternell, H. Pottmann and J. WallnerVoronoi diagrams for oriented spheresProc. 4th International Conference on Voronoi Diagrams in Science and Engineering (ISVD'07)33-37Publikation in PURE anzeigen
Helmut Hauser, Gerhard Neumann, [No Value] A. J. Ijspeert and Wolfgang MaassBiologically inspired kinematic synergies provide a new paradigm for balance control of humanoid robotsProceedings of the IEEE-RAS 7th International Conference on Humanoid Robots (Humanoids 2007)Publikation in PURE anzeigen
Sonstiger Beitrag
David Sussillo, [No Value] Toyoizumi T. and Wolfgang MaassSelf-tuning of neural circuits through short-term synaptic plasticityPublikation in PURE anzeigen
Stefan Häusler, Wolfgang Maass, Wolf Singer and Danko NikolicSuperposition of information in large ensembles of neurons in primary visual cortex.Publikation in PURE anzeigen
Robert Albin LegensteinTheoretical analysis of learning with reward-modulated spike-timing-dependent plasticityPublikation in PURE anzeigen
Oswin Aichholzer, Franz Aurenhammer, Thomas Hackl, B. Kornberger , M. Peternell and Helmut PottmannApproximating boundary-triangulated objects with ballsPublikation in PURE anzeigen
Lars Holger BüsingSimplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neuronsPublikation in PURE anzeigen
Franz Aurenhammer, B. Speckmann, Oswin Aichholzer and Thomas HacklOn (pointed) minimum weight pseudo-triangulationsPublikation in PURE anzeigen
Franz Aurenhammer, M. Peternell, Helmut Pottmann and J. WallnerVoronoi diagrams for oriented spheresPublikation in PURE anzeigen
Franz Aurenhammer and [No Value] H. KrasserPseudo-simplicial complexes from maximal locally convex functionsPublikation in PURE anzeigen
Franz Aurenhammer, [No Value] R. L. S. Drysdale and [No Value] H. KrasserFarthest line segment Voronoi diagramsPublikation in PURE anzeigen
Franz Aurenhammer, B. Kornberger , M. Peternell , H. Pottmann, Oswin Aichholzer and Thomas HacklApproximating boundary-triangulated objects with ballsPublikation in PURE anzeigen
Oswin Aichholzer, Franz Aurenhammer, Thomas Hackl, B. Juettler, M. Oberneder and Z. SirComputational and structural advantages of circular boundary representationPublikation in PURE anzeigen
Franz Aurenhammer, [No Value] M. Peternell, [No Value] H. Pottmann and [No Value] J. WallnerVoronoi diagrams for oriented spheresPublikation in PURE anzeigen
Oswin Aichholzer, Franz Aurenhammer, C. Huemer and Hannes KrasserTransforming spanning trees and pseudo-triangulationsPublikation in PURE anzeigen
F. Aurenhammer, S. Drysdale and H. KrasserFarthest line segment Voronoi diagramsInformation Processing Letters100,
220-225,
2006Publikation in PURE anzeigen
Kei Uchizawa, Rodney Douglas and Wolfgang MaassOn the computational power of threshold circuits with sparse activityNeural Computation18,
2995-3008,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
Andreas Opelt, Axel Pinz, Michael Fussenegger and Peter AuerGeneric Object Recognition with BoostingIEEE Transactions on Pattern Analysis and Machine Intelligence28,
416-431,
2006Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserOn the crossing number of complete graphsComputing76,
165-176,
2006Publikation in PURE anzeigen
Wolfgang MaassBook review of "Imitation of life: how biology is inspiring computing" by Nancy ForbesPattern analysis and applications8,
390-391,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer and H. KrasserPseudo-simplicial complexes from maximal locally convex functionsDiscrete & Computational Geometry35,
201-221,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Huemer and H. KrasserTransforming spanning trees and pseudo-triangulationsInformation Processing Letters97,
19-22,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
Karsten M. Borgwardt, Arthur Gretton, Malte Johannes Rasch, Hans-Peter Kriegel, Bernhard Schoelkopf and Alex J. SmolaIntegrating structured biological data by Kernel Maximum Mean DiscrepancyBioinformatics22,
e49-e57,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
Alexander Kaske and Wolfgang MaassA model for the interaction of oscillations and pattern generation with real-time computing in generic neural microcircuit modelsNeural Networks19,
600-609,
2006 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Prashant JoshiModeling working memory and decision making using generic neural microcircuitsArtificial Neural Networks -- ICANN 2006515-524 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Huemer and B. VogtenhuberGray code enumeration of plane straight-line graphsProc. 22nd European Workshop on Computational Geometry (EuroCG'06)71-74 Alternativer Link: LinkPublikation in PURE anzeigen
Y. Fregnac, M. Blatow, J.-P. Changeux, J. DeFelipe, A. Lansner, Wolfgang Maass, D. A. McCormick, C. M. Michel, H. Monyer, E. Szathmary and R. YusteUPs and DOWNs in cortical computationMicrocircuits: The Interface between Neurons and Global Brain Frunction393-433 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Maass and H. MarkramTheory of the computational function of microcircuit dynamicsMicrocircuits: The Interface between Neurons and Global Brain Frunction371-390 Alternativer Link: LinkPublikation in PURE anzeigen
Marian Kepesi, Michael Neffe, Van Tuan Pham, Michael Grabner and Andreas JuffingerAudio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings,Proc. of MMSP 2006999-999Publikation in PURE anzeigen
K. Uchizawa, Rodney Douglas and Wolfgang MaassEnergy complexity and entropy of threshold circuitsAutomata, languages and programming631-642 Alternativer Link: LinkPublikation in PURE anzeigen
Marian Kepesi, Van Tuan Pham, Gernot Kubin, Luis Weruaga, Andreas Juffinger and Michael GrabnerNoise Cancellation Frontends for Automatic Meeting TranscriptionProc. Euronoise'06999-999Publikation in PURE anzeigen
Wolfgang Maass, Prashant Joshi and Eduardo SontagPrinciples of real-time computing with feedback applied to cortical microcircuit modelsAdvances in Neural Information Processing Systems835-842 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Albin Legenstein and Wolfgang MaassA criterion for the convergence of learning with spike timing dependent plasticityAdvances in Neural Information Processing Systems763-770 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and T. HacklPre-triangulations and liftable complexesProc, 22nd Ann. Symposium on Computational Geometry (SoCG'06)282-291Publikation in PURE anzeigen
Abschlussarbeit
Stefan KlampflExtracting Statistically Independent Components with a Generalized BCM Rule for Spiking NeuronsPublikation in PURE anzeigen
Sonstiger Beitrag
Stefan Häusler and Wolfgang MaassComputational consequences of lamina-specific structure in cortical microcircuit modelsPublikation in PURE anzeigen
Stefan Klampfl, Robert Albin Legenstein and Wolfgang MaassExtracting Independent Components with Spiking NeuronsPublikation in PURE anzeigen
Stefan Häusler and Wolfgang MaassComputational consequences of lamina-specific structure in cortical microcircuit models.Publikation in PURE anzeigen
Stefan Klampfl, Robert Albin Legenstein and Wolfgang MaassInformation Bottleneck Optimization and Independent Component Extraction with Spiking Neurons Alternativer Link: LinkPublikation in PURE anzeigen
Prashant Joshi and Wolfgang MaassMovement generation with circuits of spiking neuronsNeural Computation17,
1715-1738,
2005Publikation in PURE anzeigen
Robert Albin Legenstein, Christian Näger and Wolfgang MaassWhat can a neuron learn with spike-timing-dependent plasticity?Neural Computation17,
2337-2382,
2005 Alternativer Link: LinkPublikation in PURE anzeigen
Robert Albin Legenstein and Wolfgang MaassWire length as a circuit complexity measureJournal of Computer and System Sciences70,
53-72,
2005 Alternativer Link: LinkPublikation in PURE anzeigen
Thomas Natschläger and Wolfgang MaassDynamics of information and emergent computation in generic neural microcircuit modelsNeural Networks
,
1301-1308,
2005 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
D. Goswami, Klaus Schuch, Yi Zheng, T. De Marse and J. C. PrincipeTowards the modeling of dissociated cortical tissue in the liquid state machine frameworkProceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 / Vol. 42179-2183 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, P. Gonzalez-Nava, T. Hackl, C. Huemer, F. Hurtado, H. Krasser, S. Ray and B. VogtenhuberMatching edges and faces in polygonal partitionsProc. 17th Canadian Conference on Computational Geometry (CCCG'05)123-126 Alternativer Link: LinkPublikation in PURE anzeigen
Harald Michael Burgsteiner, Mark Kröll, Alexander Leopold and Gerald SteinbauerMovement Prediction from real-world Images using a Liquid State MachineInnovations in Applied Artificial Intelligence121-130Publikation in PURE anzeigen
Franz AurenhammerPre-triangulations: A generalization of Delaunay triangulations and flips2nd Int. Symposium on Voronoi Diagrams in Science and Engineering235-235 Alternativer Link: LinkPublikation in PURE anzeigen
Thomas Natschläger, Nils Bertschinger and Robert Albin LegensteinAt the edge of chaos: Real-time computations and self-organized criticality in recurrent neural networksAdvances in Neural Information Processing Systems145-152 Alternativer Link: LinkPublikation in PURE anzeigen
Michael Pfeiffer, Amir Saffari and Andreas JuffingerPredicting Text Relevance from Sequential Reading BehaviorNIPS Workshop on Machine Learning for Implicit Feedback and User Modeling1-6 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Huemer and H. KrasserTransforming spanning trees and pseudo-triangulationsProc. 21th European Workshop on Computational Geometry (EuroCG'05)81-84 Alternativer Link: LinkPublikation in PURE anzeigen
B. Aronov, F. Aurenhammer, F. Hurtado, S. Langerman, D. Rappaport, C. Seara and S. SmorodinskySmall weak epsilon netsProc. 17th Canadian Conference on Computational Geometry (CCCG'05)51-54 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Maass, Robert Albin Legenstein and Nils BertschingerMethods for estimating the computational power and generalization capability of neural microcircuitsAdvances in Neural Information Processing Systems865-872 Alternativer Link: LinkPublikation in PURE anzeigen
F. Aurenhammer and H. KrasserPseudo-tetrahedral complexesProc. 21th European Workshop on Computational Geometry (EuroCG'05)85-88 Alternativer Link: LinkPublikation in PURE anzeigen
Sonstiger Beitrag
Wolfgang Maass, Prashant Joshi and Eduardo SontagPrinciples of real-time computing with feedback applied to cortical microcircuit modelsPublikation in PURE anzeigen
Robert Albin LegensteinA criterion for the convergence of learning with spike timing dependent plasticityPublikation in PURE anzeigen
Robert Albin LegensteinReal-time computations and self organized criticality in recurrent neural networksPublikation in PURE anzeigen
Stefan Häusler and Wolfgang MaassComputational consequences of lamina-specific structure in cortical microcircuit modelsPublikation in PURE anzeigen
2004
Book
Andreas Opelt, Michael Fussenegger, Axel Pinz and Peter AuerGeneric object recognition with boostingPublikation in PURE anzeigen
Buchkapitel
Wolfgang Maass, Thomas Natschläger and Henry MarkramComputational models for generic cortical microcircuitsComputational Neuroscience: A Comprehensive Approach575-605 Alternativer Link: LinkPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
O. Aichholzer, F. Aurenhammer, H. Krasser and B. SpeckmannConvexity minimizes pseudo-triangulationsComputational Geometry: Theory and Applications28,
3-10,
2004Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and B. PalopQuickest paths, straight skeletons, and the city Voronoi diagramDiscrete & Computational Geometry31,
17-35,
2004Publikation in PURE anzeigen
Ofer Melamed, Wulfram Gerstner, Wolfgang Maass, Misha Tsodyks and Henry MarkramCoding and learning of behavioral sequencesTrends in neurosciences27,
11-14,
2004 Alternativer Link: LinkPublikation in PURE anzeigen
Nils Bertschinger and Thomas NatschlägerReal-time computation at the edge of chaos in recurrent neural networks.Neural Computation16,
1413-1436,
2004Publikation in PURE anzeigen
Michael PfeifferMachine Learning Applications in Computer GamesÖGAI-Journal23,
4-7,
2004Publikation in PURE anzeigen
Wolfgang Maass and Henry MarkramOn the computational power of recurrent circuits of spiking neuronsJournal of Computer and System Sciences69,
593-616,
2004 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
Oswin Aichholzer, C. Huemer and Hannes KrasserTriangulations without pointed spanning trees - extended abstractProc. 20th European Workshop on Computational Geometry EWCG'04221-224Publikation in PURE anzeigen
Michael PfeifferReinforcement Learning of Strategies for Settlers of CatanInternational Conference on Computer Games: Artificial Intelligence, Design and Education 2004384-388 Alternativer Link: LinkPublikation in PURE anzeigen
Michael Fussenegger, Andreas Opelt, Axel Pinz and Peter AuerObject recognition using segmentation for feature detectionWorkshop of the Austrian Association for Pattern Recognition103-110Publikation in PURE anzeigen
Andreas Juffinger, Ahmed Patel and Nikita SchmidtFocused Multimedia Crawling - Distributed Evaluation FrameworkControl, Communication and Network Systems, Technologies and Applications34-37Publikation in PURE anzeigen
Prashant Joshi and Wolfgang MaassMovement generation and control with generic neural microcircuits1st International Workshop on Biologically Inspired Approaches to Advanced Information Technology258-273 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Maass and Thomas NatschlägerInformation dynamics and emergent computation in recurrent circuits of spiking neuronsAnnual Conference on Neural Information Processing Systems1255-1262 Alternativer Link: LinkPublikation in PURE anzeigen
Sonstiger Beitrag
Robert Albin LegensteinMethods of Estimating the Computational Power and Generalization Capability of Neural MicrocircuitsPublikation in PURE anzeigen
2003
Buchkapitel
Wolfgang MaassComputation with spiking neuronsThe Handbook of Brain Theory and Neural Networks1080-1083 Alternativer Link: LinkPublikation in PURE anzeigen
Thomas Natschläger, Wolfgang Maass and Henry MarkramComputer models and analysis tools for neural microcircuitsNeuroscience Databases. A Practical Guide123-138 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Maass and Henry MarkramTemporal integration in recurrent microcircuitsThe Handbook of Brain Theory and Neural Networks1159-1163 Alternativer Link: LinkPublikation in PURE anzeigen
Peter L. Bartlett and Wolfgang MaassVapnik-Chervonenkis dimension of neural netsThe Handbook of Brain Theory and Neural Networks1188-1192 Alternativer Link: LinkPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
Robert Albin Legenstein, Henry Markram and Wolfgang MaassInput prediction and autonomous movement analysis in recurrent circuit of spiking neuronsReviews in the Neurosciences14,
5-19,
2003 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, P. Brass and H. KrasserPseudo-triangulations from surfaces and a novel type of edge flipSIAM Journal on Computing32,
1621-1653,
2003 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, F. Hurtado and H. KrasserTowards compatible triangulationsTheoretical Computer Science296,
3-13,
2003 Alternativer Link: LinkPublikation in PURE anzeigen
Stefan Häusler, Henry Markram and Wolfgang MaassPerspectives of the high dimensional dynamics of neural microcircuits from the point of view of low dimensional readoutsComplexity8,
39-50,
2003 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
F. AurenhammerPseudo-simplices and their derivationProc. Voronoi Conference on Analytic Number Theory and Spatial Tesselations11-11 Alternativer Link: LinkPublikation in PURE anzeigen
Wolfgang Maass, Thomas Natschläger and Henry MarkramA model for real-time computation in generic neural microcircuitsAdvances in Neural Information Processing Systems ; 15229-236 Alternativer Link: LinkPublikation in PURE anzeigen
Frank Kappe, Georg Droschl, Wolfgang Kienreich, Vedran Sabol, Jutta Becker, Keith Andrews, Michael Granitzer, Klaus Tochtermann and Peter AuerInfoSky: Visual Exploration of Large Hierarchical Document RepositoriesProc. HCI International 2003 ; Vol. 31268-1272Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserAdapting (pseudo)-triangulations with a near-linear number of edge flipsProc. 8th International Workshop on Algorithms and Data Structures (WADS'03)12-24Publikation in PURE anzeigen
Oswin Aichholzer, E. Bremner, E. D. Demaine, F. Hurtado, E. Kranakis, Hannes Krasser, S. Ramaswami, S. Sethia and J. UrrutiaGeometric games on triangulationsProc. 19th European Workshop on Computational Geometry CG'0389-92 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, P. Brass and H. KrasserSpatial embedding of pseudo-triangulationsProc. 19th Ann. Symposium on Computational Geometry (SoCG'03)144-153Publikation in PURE anzeigen
Oswin Aichholzer, Franz Aurenhammer and H. KrasserProgress on rectilinear crossing numbersPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
O. Aichholzer and F. AurenhammerVoronoi diagrams - computational geometry's favoriteTelematik8,
7-11,
2002Publikation in PURE anzeigen
Keith Andrews, Wolfgang Kienreich, Vedran Sabol, Jutta Becker, Georg Droschl, Frank Kappe, Michael Granitzer, Peter Auer and Klaus TochtermannThe InfoSky Visual Explorer: Exploiting Hierarchical Structure and Document SimilaritiesInformation Visualization1,
166-181,
2002 DOI: https://doi.org/10.1057/palgrave.ivs.9500023Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, B. Brandstätter, T. Ebner, H. Krasser, C. Magele, M. Mühlmann and W. RenhartEvolution strategy and hierarchical clusteringIEEE Transactions on Magnetics38,
1041-1044,
2002Publikation in PURE anzeigen
F. Aurenhammer, N. Katoh, H. Kojima, M. Ohsaki and Y.-F. XuApproximating uniform triangular meshes in polygonsTheoretical Computer Science
,
879-895,
2002Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and F. HurtadoSequences of spanning trees and a fixed tree theoremComputational Geometry: Theory and Applications
,
3-20,
2002Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and T. WernerAlgorithmic fun - AbalonaTelematik
,
4-6,
2002Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserPoints and combinatoricsTelematik8,
12-17,
2002Publikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer, F. Aurenhammer and B. PalopQuickest paths, straight skeletons, and the city Voronoi diagramProc. 18th Ann. ACM Symposium on Computational Geometry (SoCG'02)151-159Publikation in PURE anzeigen
Frank Kappe, Georg Droschl, Wolfgang Kienreich, Vedran Sabol, Jutta Becker, Keith Andrews, Michael Granitzer, Klaus Tochtermann and Peter AuerInfoSky: Eine neue Technologie zur Erforschung großer, hierarchischer WissensräumeProceedings KnowTech 2002 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserOn the crossing number of complete graphsProc. 18th Ann. ACM Symposium on Computational Geometry (SoCG'02)19-24Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserOn the crossing number of complete graphsProc. 18th European Workshop on Computational Geometry (EuroCG'02)90-92Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, H. Krasser and B. SpeckmannConvexity minimizes pseudo-triangulationsProc. 14th Canadian Conference on Computational Geometry (CCCG'02)158-161Publikation in PURE anzeigen
Wolfgang Maass, Gerald Steinbauer and Roland KoholkaAutonomous fast learning in a mobile robotSensor Based Intelligent Robots. International Workshop, Dagstuhl, 2000, Selected Revised Papers345-356Publikation in PURE anzeigen
Lars Holger BüsingSimplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neuronsPublikation in PURE anzeigen
2001
Beitrag in Fachzeitschrift
F. AurenhammerComputational geometry -- some easy questions and their recent solutionsJournal of Universal Computer Science
,
338-354,
2001Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Icking, R. Klein, E. Langetepe and G. RoteGeneralized self-approaching curvesDiscrete Applied Mathematics109,
3-24,
2001Publikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer, F. Aurenhammer, F. Hurtado and H. KrasserTowards compatible triangulationsProc. 7th Ann. Computing and Combinatorics Conference (COCOON'01)101-110 Alternativer Link: LinkPublikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserEnumerating order types for small point sets with applicationsProc. 17th Ann. ACM Symposium on Computational Geometry (SoCG'01)11-18Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and H. KrasserOn compatible triangulations of point setsProc. 17th European Workshop on Computational Geometry (EuroCG'01)23-26Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, B. Brandtstätter, H. Krasser, C. Magele, M. Mühlmann and W. RenhartEvolution strategy and hierarchical clusteringProc. 13th COMPUMAG Conference on the Computation of Electromagnetic Fields?-?Publikation in PURE anzeigen
Sonstiger Beitrag
Stefan Häusler, Wolfgang Maass and Henry MarkramReadout neurons in neural microcircuits Alternativer Link: LinkPublikation in PURE anzeigen
Stefan Häusler, Wolfgang Maass and Henry MarkramEvolution of internal states of neural microcircuits Alternativer Link: LinkPublikation in PURE anzeigen
2000
Buchkapitel
F. Aurenhammer and X.-F. XuOptimal triangulationsEncyclopedia of Optimization160-166Publikation in PURE anzeigen
Wolfgang Maass, Axel Pinz, Reinhard Braunstingl, Gerhard Wiesspeiner, Thomas Natschläger, Oliver Friedl and Harald Michael BurgsteinerKonstruktion von Lernfähigen Robotern im Studentenwettbewerb "Robotik 2000" an der Technischen Universität GrazTelematik
,
20-24,
2000Publikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer, F. Aurenhammer, B. Brandtstätter, T. Ebner, H. Krasser and C. MageleNiching evolution strategy with cluster algorithmsProc. 9th Biennial IEEE Conference on Electromagnetic Field Computations1-3Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer and F. HurtadoEdge operations on non-crossing spanning treesProc. 16th European Workshop on Computational Geometry (EuroCG'00)121-125Publikation in PURE anzeigen
F. Aurenhammer, N. Katoh, H. Kojima, M. Ohsaki and Y.F. XuApproximating uniform triangular meshes in polygonsProc. 6th Ann. International Computing and Combinatorics Conference (COCOON'00)23-33Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, G. Rote and Y.-F. XuConstant-level greedy triangulations approximate the MWT wellJournal of Combinatorial Optimization2,
361-369,
1998Publikation in PURE anzeigen
F. Aurenhammer, F. Hoffmann and B. AronovMinkowski-type theorems and least-squares clusteringsAlgorithmica
,
61-76,
1998Publikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer, F. Aurenhammer, C. Icking, R. Klein, E. Langetepe and G. RoteGeneralized self-approaching curvesProc. 14th European Workshop on Computational Geometry (EuroCG'98)15-18Publikation in PURE anzeigen
O. Aichholzer and F. AurenhammerStraight skeletons for general polygonal figures in the planeVoronoi's Impact on Modern Sciences II7-21Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, C. Icking, R. Klein, E. Langetepe and G. RoteGeneralized self-approaching curvesProc. 9th International Symposium on Algorithms and Computation (ISAAC'98)317-326 Alternativer Link: LinkPublikation in PURE anzeigen
1997
Tagungsbeitrag
O. Aichholzer, F. Aurenhammer and R. HainzNew results on minimum-weight triangulations and the LMT skeletonProc. 13th European Workshop on Computational Geometry (EuroCG'97)4-6Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, D. Chen, D.T. Lee, A. Mukhopadhyay and E. PapadopoulouVoronoi diagrams for direction-sensitive distancesProc. 13th Ann. ACM Symposium on Computational Geometry (SoCG'97)418-420Publikation in PURE anzeigen
1996
Beitrag in Fachzeitschrift
O. Aichholzer, F. Aurenhammer, S.-W. Cheng, N. Katoh, G. Rote, M. Taschwer and Y.-F. XuTriangulations intersect nicelyDiscrete & Computational Geometry16,
339-359,
1996Publikation in PURE anzeigen
O. Aichholzer and F. AurenhammerClassifying hyperplanes in hypercubesSIAM Journal on Discrete Mathematics
,
225-232,
1996Publikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer and F. AurenhammerStraight skeletons for general polygonal figuresProc. 2nd Ann. Internatioanl Computing and Combinatorics Conference (COCOON'96)117-126Publikation in PURE anzeigen
Oswin Aichholzer and Franz AurenhammerStraight skeletons for general polygonal figures in the planeComputing and combinatorics117-126Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, G. Rote and Y.-F. XuNew greedy triangulation algorithmsProc. 12th European Workshop on Computational Geometry (EuroCG'96)11-14Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, G. Rote and Y.-F. XuConstant-level greedy triangulations approximate the MWT wellProc. 2nd International Symposium on Operations Research & Applications (ISORA'96)309-318Publikation in PURE anzeigen
1995
Book
O. Aichholzer, F. Aurenhammer and G. RoteOptimal graph orientation with storage applicationsPublikation in PURE anzeigen
Oswin Aichholzer and Franz AurenhammerStraight skeletons for general polygonal figuresPublikation in PURE anzeigen
Beitrag in Fachzeitschrift
O. Aichholzer, D. Alberts, F. Aurenhammer and B. GärtnerA novel type of skeleton for polygonsJournal of Universal Computer Science 1,
752-761,
1995Publikation in PURE anzeigen
O. Aichholzer, D. Alberts, F. Aurenhammer and B. GärtnerStraight skeletons of simple polygonsProc. 4th International Symposium LIESMARS114-124Publikation in PURE anzeigen
O. Aichholzer, F. Aurenhammer, G. Rote and M. TaschwerTriangulations intersect nicelyProc. 11th Ann. ACM Symposium on Computational Geometry (SoCG'95)220-229Publikation in PURE anzeigen
1994
Beitrag in Fachzeitschrift
F. Aurenhammer, M. Forman, R. Idury, A. Schäffer and F. WagnerFaster isometric embedding in products of complete graphsDiscrete Applied Mathematics52,
17-28,
1994 Alternativer Link: LinkPublikation in PURE anzeigen
Tagungsbeitrag
O. Aichholzer and F. AurenhammerClassifying hyperplanes in hypercubesProc. 10th European Workshop on Computational Geometry (EuroCG'94)53-57Publikation in PURE anzeigen
F. AurenhammerVoronoi diagrams - a survey of a fundamental geometric data structureBit ACM Computing Surveys'91 (Japanese translation)
,
131-185,
1993Publikation in PURE anzeigen
Tagungsbeitrag
F. AurenhammerGeometric clustering and Voronoi-type partitionsProc. 16th IFIP Conference on System Modelling and Optimization93-94Publikation in PURE anzeigen
1992
Book
Franz Aurenhammer, [No Value] F. Hoffmann and [No Value] B. AronovMinkowski-type theorems and least-squares partitioningPublikation in PURE anzeigen
Franz Aurenhammer and Otfried SchwarzkopfA simple on-line randomized incremental algorithm for computing higher order Voronoi diagramsInternational Journal of Computational Geometry and Applications2,
363-381,
1992 DOI: https://doi.org/10.1142/S0218195992000214Publikation in PURE anzeigen
F. Aurenhammer and O. SchwarzkopfA simple on-line randomized incremental algorithm for computing higher order Voronoi diagramsInternational Journal of Computational Geometry and Applications
,
363-381,
1992Publikation in PURE anzeigen
Franz Aurenhammer, [No Value] Hoffmann F. and [No Value] Aranov B.Least-squares partitioningEuropean Workshop on Computational Geometry55-57Publikation in PURE anzeigen
F. Aurenhammer and G. StöcklSearching for sements with largest relative overlapProc. 15th IFIP Conference on System Modelling and Optimization77-84Publikation in PURE anzeigen
F. Aurenhammer, F. Hoffmann and B. AronovMinkowski-type theorems and least-squares partitioningProc. 8th Ann. ACM Symposium on Computational Geometry (SOCG'92)350-357Publikation in PURE anzeigen
F. Aurenhammer, F. Hoffmann and B. AronovLeast-squares partitioningProc. 8th European Wokshop on Computational Geometry (EuroCG'92)55-57Publikation in PURE anzeigen
F. AurenhammerUsing Gale transforms in computational geometryMathematical Programming52,
179-190,
1991Publikation in PURE anzeigen
F. AurenhammerVoronoi diagrams - a survey of a fundamental geometric data structureACM Computing Surveys23,
345-405,
1991Publikation in PURE anzeigen
F. Aurenhammer and G. StöcklOn the peeper's Voronoi diagramACM SIGACT News22,
50-59,
1991Publikation in PURE anzeigen
Tagungsbeitrag
F. Aurenhammer, G. Stöckl and E. WelzlThe post-office problem for fuzzy point setsProc. 7th Workshop on Computational Geometry (CG'91)1-11Publikation in PURE anzeigen
F. Aurenhammer and O. SchwarzkopfA simple on-line randomized incremental algorithm for computing higher order Voronoi diagramsProc. 7th Ann. ACM Symposium on Computational Geometry (SoCG'91)142-151Publikation in PURE anzeigen
F. Aurenhammer and J. HagauerRecognizing binary Hamming graphs in O(n²log n) timeProc. 16th International Workshop on Graph-Theoretical Concepts in Computer Science90-98Publikation in PURE anzeigen
Sonstiger Beitrag
Franz Aurenhammer, G. Stöckl and Emo WelzlThe post-office problem for fuzzy points setsPublikation in PURE anzeigen
Franz Aurenhammer and O. Schwarzkopf A simple on-line randomized incremental algorithm for computing higher order Voronoi diagramsPublikation in PURE anzeigen
Franz Aurenhammer and [No Value] J. HagauerRecognizing binary Hamming graphs in O(n²logn)timePublikation in PURE anzeigen
1990
Book
Franz Aurenhammer, [No Value] Forman M., [No Value] Idury R., [No Value] Schäffer A. and [No Value] Wagner F.Faster isometric embedding in products of complete graphsPublikation in PURE anzeigen
Franz Aurenhammer, [No Value] J. Hagauer and [No Value] W. ImrichFactoring Cartesian-product graphs at logarithmic cost per edgePublikation in PURE anzeigen
Franz AurenhammerVoronoi diagrams - a survey of a fundamental geomtric data structurePublikation in PURE anzeigen
Beitrag in Fachzeitschrift
F. AurenhammerA new duality result concerning Voronoi diagramsDiscrete & Computational Geometry5,
243-254,
1990Publikation in PURE anzeigen
F. AurenhammerA relationship between Gale transforms and Voronoi diagramsDiscrete Applied Mathematics28,
83-91,
1990Publikation in PURE anzeigen
Tagungsbeitrag
F. Aurenhammer, J. Hagauer and W. ImrichFactoring Cartesian-product graphs at logarithmic cost per edgeProc. MPS Conference on Integer Programming and Combinatorial Optimization (IPCO'90)29-44Publikation in PURE anzeigen
F. Aurenhammer and G. StöcklFenster - Voronoi DiagrammeTagungsband DMV Jubiläumstagung52-52Publikation in PURE anzeigen
Sonstiger Beitrag
Franz Aurenhammer, [No Value] J. Hagauer and [No Value] W. ImrichFactoring Cartesian-product graphs at lograithmic cost per edgePublikation in PURE anzeigen
1989
Book
Franz Aurenhammer and [No Value] J. HagauerComputing equivalence classes among the edges of a graph with applicationsPublikation in PURE anzeigen
Tagungsbeitrag
F. Aurenhammer and J. HagauerComputing equivalence classes among the edges of a graph with applicationsProc. International Conference on Algebraic Graph Theory11Publikation in PURE anzeigen
Sonstiger Beitrag
Franz Aurenhammer and [No Value] J. HagauerComputing equivalence classes among the edges of a graph with applicationsPublikation in PURE anzeigen
F. AurenhammerAlgorithmic aspects of Gale transformsProc. 13th 3-Ann. International Symposium on Mathematical Programming176Publikation in PURE anzeigen
F. AurenhammerUsing Gale transforms in computational geometryProc. 4th Workshop on Computational Geometry (CG'88)202-216Publikation in PURE anzeigen
F. AurenhammerOn-line sorting of twisted sequences in linear timeProc. 2nd Workshop on Computational Geometry and Discrete Algorithms14Publikation in PURE anzeigen
F. AurenhammerA criterion for the affine equivalence of cell complexes in R^d and convex polyhedra in R^d+1Discrete & Computational Geometry2,
49-64,
1987Publikation in PURE anzeigen
F. AurenhammerRecognizing polytopical cell complexes and constructing projection polyhedraJournal of Symbolic Computation3,
249-255,
1987Publikation in PURE anzeigen
F. AurenhammerPower diagrams: properties, algorithms and applicationsSIAM Journal on Computing16,
78-96,
1987Publikation in PURE anzeigen
Tagungsbeitrag
F. AurenhammerJordan sorting via convex hulls of certain non-simple polygonsProc. 3rd Ann. ACM Symposium on Computational Geometry (SoCG'87)21-29Publikation in PURE anzeigen
Franz Aurenhammer and H. ImaiGeometric relations among Voronoi diagrams4th Annual Symposium on Theoretical Aspects of Computer Science, STACS 198753-65Publikation in PURE anzeigen
F. AurenhammerThe one-dimensional weighted Voronoi diagramInformation Processing Letters22,
119-123,
1986Publikation in PURE anzeigen
Tagungsbeitrag
F. AurenhammerA new duality result concerning Vornonoi diagramsProc. 13th Ann. International Colloquium on Automata, Languages and Programming (ICALP'86)21-32Publikation in PURE anzeigen
Franz AurenhammerRecognizing polytopical cell complexes and constructing projection polyhedraPublikation in PURE anzeigen
Tagungsbeitrag
F. AurenhammerGewichtete Voronoi DiagrammeWorkshop on Computational Geometry CG '8522Publikation in PURE anzeigen
1984
Book
Franz AurenhammerGewichtete Voronoi Diagramme: Geometrische Deutung und Konstruktions-AlgorithmenPublikation in PURE anzeigen
Buchkapitel
F. AurenhammerGewichtete Voronoi Diagramme: Geometrische Deutung und Konstruktions-AlgorithmenDissertation, TU Graz, AustriaPublikation in PURE anzeigen
Franz Aurenhammer and [No Value] H. EdelsbrunnerAn optimal algorithm for constructing the weighted Voronoi diagram in the plane Alternativer Link: LinkPublikation in PURE anzeigen
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