% csauthors.net - beta - BibTeX bibliography of Wulfram Gerstner
@inproceedings{conf/nips/Gerstner90,
title = {Associative Memory in a Network of 'Biological' Neurons.},
year = {1990},
booktitle = {NIPS},
author = {{Wulfram Gerstner}},
publisher = {Morgan Kaufmann},
booktitle = {Advances in Neural Information Processing Systems 3, [NIPS Conference, Denver, Colorado, USA, November 26-29, 1990]}
}
@inproceedings{conf/ogai/HemmenGHKSV90,
title = {Encoding and Decoding of Patterns which are Correlated in Space and Time.},
year = {1990},
booktitle = {ÖGAI},
author = {{J. Leo van Hemmen} and {Wulfram Gerstner} and {Andreas V. M. Herz} and {Reimer Kühn} and {B. Sulzer} and {M. Vaas}},
publisher = {Springer},
booktitle = {Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), Salzburg, Österreich, 18. bis 21. September 1990}
}
@article{journals/bc/GerstnerH92,
title = {Universality in neural networks: the importance of the 'mean firing rate'.},
year = {1992},
journal = {Biol. Cybern.},
author = {{Wulfram Gerstner} and {J. Leo van Hemmen}}
}
@inproceedings{conf/nips/GerstnerH93,
title = {How to Describe Neuronal Activity: Spikes, Rates, or Assemblies?},
year = {1993},
booktitle = {NIPS},
author = {{Wulfram Gerstner} and {J. Leo van Hemmen}},
publisher = {Morgan Kaufmann},
booktitle = {Advances in Neural Information Processing Systems 6, [7th NIPS Conference, Denver, Colorado, USA, 1993]}
}
@article{journals/bc/GerstnerRH93,
title = {Why spikes? Hebbian learning and retrieval of time-resolved excitation patterns.},
year = {1993},
journal = {Biol. Cybern.},
author = {{Wulfram Gerstner} and {Raphael Ritz} and {J. Leo van Hemmen}}
}
@article{journals/bc/GerstnerRH93a,
title = {A biologically motivated and analytically soluble model of collective oscillations in the cortex.},
year = {1993},
journal = {Biol. Cybern.},
author = {{Wulfram Gerstner} and {Raphael Ritz} and {J. Leo van Hemmen}}
}
@article{journals/bc/RitzGFH94,
title = {A biologically motivated and analytically soluble model of collective oscillations in the cortex.},
year = {1994},
journal = {Biol. Cybern.},
author = {{Raphael Ritz} and {Wulfram Gerstner} and {Ursula Fuentes} and {J. Leo van Hemmen}}
}
@article{journals/bc/WimbauerGH94,
title = {Emergence of spatiotemporal receptive fields and its application to motion detection.},
year = {1994},
journal = {Biol. Cybern.},
author = {{Stefan Wimbauer} and {Wulfram Gerstner} and {J. Leo van Hemmen}}
}
@inproceedings{conf/nips/KempterGHW95,
title = {Temporal coding in the sub-millisecond range: Model of barn owl auditory pathway.},
year = {1995},
booktitle = {NIPS},
author = {{Richard Kempter} and {Wulfram Gerstner} and {J. Leo van Hemmen} and {Hermann Wagner}},
publisher = {MIT Press},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}
}
@article{journals/neco/FohlmeisterGRH95,
title = {Spontaneous excitations in the visual cortex: stripes, spirals, rings, and collective bursts.},
year = {1995},
journal = {Neural Comput.},
author = {{C. Fohlmeister} and {Wulfram Gerstner} and {Raphael Ritz} and {J. Leo van Hemmen}}
}
@article{journals/jcns/FuentesRGH96,
title = {Vertical signal flow and oscillations in a three-layer model of the cortex.},
year = {1996},
journal = {J. Comput. Neurosci.},
author = {{Ursula Fuentes} and {Raphael Ritz} and {Wulfram Gerstner} and {J. Leo van Hemmen}}
}
@article{journals/neco/GerstnerHC96,
title = {What Matters in Neuronal Locking?},
year = {1996},
journal = {Neural Comput.},
author = {{Wulfram Gerstner} and {J. Leo van Hemmen} and {Jack D. Cowan}}
}
@article{journals/jcns/GerstnerA97,
title = {Learning Navigational Maps Through Potentiation and Modulation of Hippocampal Place Cells.},
year = {1997},
journal = {J. Comput. Neurosci.},
author = {{Wulfram Gerstner} and {L. F. Abbott}}
}
@article{journals/neco/KistlerGH97,
title = {Reduction of the Hogkin-Huxley Equations to a Single-Variable Threshold Model.},
year = {1997},
journal = {Neural Comput.},
author = {{Werner M. Kistler} and {Wulfram Gerstner} and {J. Leo van Hemmen}}
}
@inproceedings{conf/nips/KempterGH98,
title = {Spike-Based Compared to Rate-Based Hebbian Learning.},
year = {1998},
booktitle = {NIPS},
author = {{Richard Kempter} and {Wulfram Gerstner} and {J. Leo van Hemmen}},
publisher = {The MIT Press},
booktitle = {Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}
}
@article{journals/neco/KempterGHW98,
title = {Extracting Oscillations: Neuronal Coincidence Detection with Noisy Periodic Spike Input.},
year = {1998},
journal = {Neural Comput.},
author = {{Richard Kempter} and {Wulfram Gerstner} and {J. Leo van Hemmen} and {Hermann Wagner}}
}
@inproceedings{conf/iwann/SpiridonG99,
title = {Noise Modulation by Stochastic Neurons of the Integrate-and Fire Type.},
year = {1999},
booktitle = {IWANN (1)},
author = {{Mona Spiridon} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Foundations and Tools for Neural Modeling, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume I}
}
@inproceedings{conf/icpr/MatasHJKLKTPTYSCGABBM00,
title = {Comparison of Face Verification Results on the XM2VTS Database.},
year = {2000},
booktitle = {ICPR},
author = {{Jiri Matas} and {Miroslav Hamouz} and {Kenneth Jonsson} and {Josef Kittler} and {Yongping Li} and {Constantine Kotropoulos} and {Anastasios Tefas} and {Ioannis Pitas} and {Teewoon Tan} and {Hong Yan 001} and {Fabrizio Smeraldi} and {N. Capdevielle} and {Wulfram Gerstner} and {Yousri Abdeljaoued} and {Josef Bigün} and {S. Ben-Yacoub} and {E. Mayoraz}},
publisher = {IEEE Computer Society},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000.}
}
@inproceedings{conf/nips/ArleoSHG00,
title = {Place Cells and Spatial Navigation Based on 2D Visual Feature Extraction, Path Integration, and Reinforcement Learning.},
year = {2000},
booktitle = {NIPS},
author = {{Angelo Arleo} and {Fabrizio Smeraldi} and {Stéphane Hug} and {Wulfram Gerstner}},
publisher = {MIT Press},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems (NIPS) 2000, Denver, CO, USA}
}
@article{journals/bc/ArleoG00,
title = {Spatial cognition and neuro-mimetic navigation: a model of hippocampal place cell activity.},
year = {2000},
journal = {Biol. Cybern.},
author = {{Angelo Arleo} and {Wulfram Gerstner}}
}
@article{journals/ijon/HerrmannG00,
title = {Effect of noise on neuron transient response.},
year = {2000},
journal = {Neurocomputing},
author = {{Alix Herrmann} and {Wulfram Gerstner}}
}
@article{journals/ijon/PlesserG00,
title = {Escape rate models for noisy integrate-and-free neurons.},
year = {2000},
journal = {Neurocomputing},
author = {{Hans E. Plesser} and {Wulfram Gerstner}}
}
@article{journals/ijon/SpiridonCG00,
title = {Effect of correlations on signal transmission in a population of spiking neurons.},
year = {2000},
journal = {Neurocomputing},
author = {{Mona Spiridon} and {Carson C. Chow} and {Wulfram Gerstner}}
}
@article{journals/neco/Gerstner00,
title = {Population Dynamics of Spiking Neurons: Fast Transients, Asynchronous States, and Locking.},
year = {2000},
journal = {Neural Comput.},
author = {{Wulfram Gerstner}}
}
@article{journals/neco/PlesserG00,
title = {Noise in Integrate-and-Fire Neurons: From Stochastic Input to Escape Rates.},
year = {2000},
journal = {Neural Comput.},
author = {{Hans E. Plesser} and {Wulfram Gerstner}}
}
@article{journals/ijon/ArleoG01,
title = {Spatial orientation in navigating agents: Modeling head-direction cells.},
year = {2001},
journal = {Neurocomputing},
author = {{Angelo Arleo} and {Wulfram Gerstner}}
}
@article{journals/ijon/SpiridonG01,
title = {The accuracy of the population vector estimate in networks of integrate-and-fire type neurons using stationary and transient stimuli.},
year = {2001},
journal = {Neurocomputing},
author = {{Mona Spiridon} and {Wulfram Gerstner}}
}
@article{journals/jcns/HerrmannG01,
title = {Noise and the PSTH Response to Current Transients: I. General Theory and Application to the Integrate-and-Fire Neuron.},
year = {2001},
journal = {J. Comput. Neurosci.},
author = {{Alix Herrmann} and {Wulfram Gerstner}}
}
@article{journals/neco/KempterGH01,
title = {Intrinsic Stabilization of Output Rates by Spike-Based Hebbian Learning.},
year = {2001},
journal = {Neural Comput.},
author = {{Richard Kempter} and {Wulfram Gerstner} and {J. Leo van Hemmen}}
}
@article{journals/nn/Gerstner01,
title = {Coding properties of spiking neurons: reverse and cross-correlations.},
year = {2001},
journal = {Neural Networks},
author = {{Wulfram Gerstner}}
}
@book{books/cu/GerstnerK02,
title = {Spiking Neuron Models: Single Neurons, Populations, Plasticity},
year = {2002},
isbn = {978-0-51181570-6},
publisher = {Cambridge University Press},
author = {{Wulfram Gerstner} and {Werner M. Kistler}}
}
@inproceedings{conf/icann/BorerG02,
title = {Support Vector Representation of Multi-categorical Data.},
year = {2002},
booktitle = {ICANN},
author = {{Silvio Borer} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}
}
@inproceedings{conf/icann/SottasG02,
title = {Dynamic Noise Annealing for Learning Temporal Sequences with Recurrent Neural Networks.},
year = {2002},
booktitle = {ICANN},
author = {{Pierre-Edouard Sottas} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}
}
@inproceedings{conf/icann/StrosslinKAG02,
title = {Combining Multimodal Sensory Input for Spatial Learning.},
year = {2002},
booktitle = {ICANN},
author = {{Thomas Strösslin} and {Christophe Krebser} and {Angelo Arleo} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}
}
@inproceedings{conf/svm/SmeraldiBG02,
title = {Support Vector Features and the Role of Dimensionality in Face Authentication.},
year = {2002},
booktitle = {SVM},
author = {{Fabrizio Smeraldi} and {Josef Bigün} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Pattern Recognition with Support Vector Machines, First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002, Proceedings}
}
@article{journals/bc/GerstnerK02,
title = {Mathematical formulations of Hebbian learning.},
year = {2002},
journal = {Biol. Cybern.},
author = {{Wulfram Gerstner} and {Werner M. Kistler}}
}
@article{journals/jcns/HerrmannG02,
title = {Noise and the PSTH Response to Current Transients: II. Integrate-and-Fire Model with Slow Recovery and Application to Motoneuron Data.},
year = {2002},
journal = {J. Comput. Neurosci.},
author = {{Alix Herrmann} and {Wulfram Gerstner}}
}
@article{journals/neco/KistlerG02,
title = {Stable Propagation of Activity Pulses in Populations of Spiking Neurons.},
year = {2002},
journal = {Neural Comput.},
author = {{Werner M. Kistler} and {Wulfram Gerstner}}
}
@inproceedings{conf/icann/JolivetLG03,
title = {The Spike Response Model: A Framework to Predict Neuronal Spike Trains.},
year = {2003},
booktitle = {ICANN},
author = {{Renaud Jolivet} and {Timothy J. Lewis} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/icann/MayorG03,
title = {Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network.},
year = {2003},
booktitle = {ICANN},
author = {{Julien Mayor} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/icann/PfisterBG03,
title = {Optimal Hebbian Learning: A Probabilistic Point of View.},
year = {2003},
booktitle = {ICANN},
author = {{Jean-Pascal Pfister} and {David Barber} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/ijcai/MillanRMG03,
title = {Non-Invasive Brain-Actuated Control of a Mobile Robot.},
year = {2003},
booktitle = {IJCAI},
author = {{José del R. Millán} and {Frédéric Renkens} and {Josep Mouriño} and {Wulfram Gerstner}},
publisher = {Morgan Kaufmann},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003}
}
@inproceedings{conf/nips/ToyoizumiPAG04,
title = {Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron Model.},
year = {2004},
booktitle = {NIPS},
author = {{Taro Toyoizumi} and {Jean-Pascal Pfister} and {Kazuyuki Aihara} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, NIPS 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}
}
@article{journals/ai/MillanRMG04,
title = {Brain-actuated interaction.},
year = {2004},
journal = {Artif. Intell.},
author = {{José del R. Millán} and {Frédéric Renkens} and {Josep Mouriño} and {Wulfram Gerstner}}
}
@article{journals/tbe/MillanRMG04,
title = {Noninvasive brain-actuated control of a mobile robot by human EEG.},
year = {2004},
journal = {IEEE Trans. Biomed. Eng.},
author = {{José del R. Millán} and {Frédéric Renkens} and {Josep Mouriño} and {Wulfram Gerstner}}
}
@article{journals/tnn/ArleoSG04,
title = {Cognitive navigation based on nonuniform Gabor space sampling, unsupervised growing networks, and reinforcement learning.},
year = {2004},
journal = {IEEE Trans. Neural Networks},
author = {{Angelo Arleo} and {Fabrizio Smeraldi} and {Wulfram Gerstner}}
}
@inproceedings{conf/icann/StrosslinCSG05,
title = {Modelling Path Integrator Recalibration Using Hippocampal Place Cells.},
year = {2005},
booktitle = {ICANN (1)},
author = {{Thomas Strösslin} and {Ricardo Chavarriaga} and {Denis Sheynikhovich} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Artificial Neural Networks: Biological Inspirations - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I}
}
@inproceedings{conf/icmla/FleuretG05,
title = {A Bayesian kernel for the prediction of neuron properties from binary gene profiles.},
year = {2005},
booktitle = {ICMLA},
author = {{François Fleuret} and {Wulfram Gerstner}},
publisher = {IEEE Computer Society},
booktitle = {Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005}
}
@inproceedings{conf/mirrorbot/SheynikhovichCSG05,
title = {Spatial Representation and Navigation in a Bio-inspired Robot.},
year = {2005},
booktitle = {Biomimetic Neural Learning for Intelligent Robots},
author = {{Denis Sheynikhovich} and {Ricardo Chavarriaga} and {Thomas Strösslin} and {Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Biomimetic Neural Learning for Intelligent Robots - Intelligent Systems, Cognitive Robotics, and Neuroscience}
}
@inproceedings{conf/nips/JolivetRLG05,
title = {Integrate-and-Fire models with adaptation are good enough.},
year = {2005},
booktitle = {NIPS},
author = {{Renaud Jolivet} and {Alexander Rauch} and {Hans-Rudolf Lüscher} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, NIPS 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}
}
@inproceedings{conf/nips/PfisterG05,
title = {Beyond Pair-Based STDP: a Phenomenological Rule for Spike Triplet and Frequency Effects.},
year = {2005},
booktitle = {NIPS},
author = {{Jean-Pascal Pfister} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, NIPS 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}
}
@article{journals/connection/ChavarriagaSSG05,
title = {Competition between cue response and place response: a model of rat navigation behaviour.},
year = {2005},
journal = {Connect. Sci.},
author = {{Ricardo Chavarriaga} and {Thomas Strösslin} and {Denis Sheynikhovich} and {Wulfram Gerstner}}
}
@article{journals/ijon/MelamedSMGR05,
title = {Subthreshold cross-correlations between cortical neurons: A reference model with static synapses.},
year = {2005},
journal = {Neurocomputing},
author = {{Ofer Melamed} and {Gilad Silberberg} and {Henry Markram} and {Wulfram Gerstner} and {Magnus J. E. Richardson}}
}
@article{journals/jcns/RichardsonMSGM05,
title = {Short-Term Synaptic Plasticity Orchestrates the Response of Pyramidal Cells and Interneurons to Population Bursts.},
year = {2005},
journal = {J. Comput. Neurosci.},
author = {{Magnus J. E. Richardson} and {Ofer Melamed} and {Gilad Silberberg} and {Wulfram Gerstner} and {Henry Markram}}
}
@article{journals/neco/RichardsonG05,
title = {Synaptic Shot Noise and Conductance Fluctuations Affect the Membrane Voltage with Equal Significance.},
year = {2005},
journal = {Neural Comput.},
author = {{Magnus J. E. Richardson} and {Wulfram Gerstner}}
}
@article{journals/ni/ChavarriagaSSG05,
title = {A computational model of parallel navigation systems in rodents.},
year = {2005},
journal = {Neuroinformatics},
author = {{Ricardo Chavarriaga} and {Thomas Strösslin} and {Denis Sheynikhovich} and {Wulfram Gerstner}}
}
@article{journals/nn/StrosslinSCG05,
title = {Robust self-localisation and navigation based on hippocampal place cells.},
year = {2005},
journal = {Neural Networks},
author = {{Thomas Strösslin} and {Denis Sheynikhovich} and {Ricardo Chavarriaga} and {Wulfram Gerstner}}
}
@inproceedings{conf/nips/LuksysKSSG06,
title = {Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning.},
year = {2006},
booktitle = {NIPS},
author = {{Gediminas Luksys} and {Jérémie Knüsel} and {Denis Sheynikhovich} and {Carmen Sandi} and {Wulfram Gerstner}},
publisher = {MIT Press},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}
}
@article{journals/ijon/BadelGR06,
title = {Dependence of the spike-triggered average voltage on membrane response properties.},
year = {2006},
journal = {Neurocomputing},
author = {{Laurent Badel} and {Wulfram Gerstner} and {Magnus J. E. Richardson}}
}
@article{journals/ijon/SheynikhovichCSG06,
title = {Adaptive sensory processing for efficient place coding.},
year = {2006},
journal = {Neurocomputing},
author = {{Denis Sheynikhovich} and {Ricardo Chavarriaga} and {Thomas Strösslin} and {Wulfram Gerstner}}
}
@article{journals/jcns/JolivetRLG06,
title = {Predicting spike timing of neocortical pyramidal neurons by simple threshold models.},
year = {2006},
journal = {J. Comput. Neurosci.},
author = {{Renaud Jolivet} and {Alexander Rauch} and {Hans-Rudolf Lüscher} and {Wulfram Gerstner}}
}
@article{journals/neco/PfisterTBG06,
title = {Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning.},
year = {2006},
journal = {Neural Comput.},
author = {{Jean-Pascal Pfister} and {Taro Toyoizumi} and {David Barber} and {Wulfram Gerstner}}
}
@inproceedings{conf/nips/ClopathLG07,
title = {An online Hebbian learning rule that performs Independent Component Analysis.},
year = {2007},
booktitle = {NIPS},
author = {{Claudia Clopath} and {André Longtin} and {Wulfram Gerstner}},
publisher = {Curran Associates, Inc.},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}
}
@article{journals/ijon/ClopathJRLG07,
title = {Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments.},
year = {2007},
journal = {Neurocomputing},
author = {{Claudia Clopath} and {Renaud Jolivet} and {Alexander Rauch} and {Hans-Rudolf Lüscher} and {Wulfram Gerstner}}
}
@article{journals/neco/ToyoizumiPAG07,
title = {Optimality Model of Unsupervised Spike-Timing-Dependent Plasticity: Synaptic Memory and Weight Distribution.},
year = {2007},
journal = {Neural Comput.},
author = {{Taro Toyoizumi} and {Jean-Pascal Pfister} and {Kazuyuki Aihara} and {Wulfram Gerstner}}
}
@article{journals/nn/HerzogEG07,
title = {Consciousness & the small network argument.},
year = {2007},
journal = {Neural Networks},
author = {{Michael H. Herzog} and {Michael Esfeld} and {Wulfram Gerstner}}
}
@inproceedings{conf/nips/LuksysSG08,
title = {Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning.},
year = {2008},
booktitle = {NIPS},
author = {{Gediminas Luksys} and {Carmen Sandi} and {Wulfram Gerstner}},
publisher = {Curran Associates, Inc.},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}
}
@article{journals/bc/BadelLBPGR08,
title = {Extracting non-linear integrate-and-fire models from experimental data using dynamic I - V curves.},
year = {2008},
journal = {Biol. Cybern.},
author = {{Laurent Badel} and {Sandrine Lefort} and {Thomas K. Berger} and {Carl C. H. Petersen} and {Wulfram Gerstner} and {Magnus J. E. Richardson}}
}
@article{journals/bc/JolivetRSGS08,
title = {Special issue on quantitative neuron modeling.},
year = {2008},
journal = {Biol. Cybern.},
author = {{Renaud Jolivet} and {Arnd Roth} and {Felix Schürmann} and {Wulfram Gerstner} and {Walter Senn}}
}
@article{journals/bc/JolivetSBNGR08,
title = {The quantitative single-neuron modeling competition.},
year = {2008},
journal = {Biol. Cybern.},
author = {{Renaud Jolivet} and {Felix Schürmann} and {Thomas K. Berger} and {Richard Naud} and {Wulfram Gerstner} and {Arnd Roth}}
}
@article{journals/bc/MorrisonDG08,
title = {Phenomenological models of synaptic plasticity based on spike timing.},
year = {2008},
journal = {Biol. Cybern.},
author = {{Abigail Morrison} and {Markus Diesmann} and {Wulfram Gerstner}}
}
@article{journals/bc/NaudMCG08,
title = {Firing patterns in the adaptive exponential integrate-and-fire model.},
year = {2008},
journal = {Biol. Cybern.},
author = {{Richard Naud} and {Nicolas Marcille} and {Claudia Clopath} and {Wulfram Gerstner}}
}
@article{journals/neco/BathellierCG08,
title = {Gamma Oscillations in a Nonlinear Regime: A Minimal Model Approach Using Heterogeneous Integrate-and-Fire Networks.},
year = {2008},
journal = {Neural Comput.},
author = {{Brice Bathellier} and {Alan Carleton} and {Wulfram Gerstner}}
}
@article{journals/ploscb/ClopathZVBG08,
title = {Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression.},
year = {2008},
journal = {PLoS Comput. Biol.},
author = {{Claudia Clopath} and {Lorric Ziegler} and {Eleni Vasilaki} and {Lars Büsing} and {Wulfram Gerstner}}
}
@article{journals/scholarpedia/Gerstner08,
title = {Spike-response model.},
year = {2008},
journal = {Scholarpedia},
author = {{Wulfram Gerstner}}
}
@inproceedings{conf/nips/SprekelerHG09,
title = {Code-specific policy gradient rules for spiking neurons.},
year = {2009},
booktitle = {NIPS},
author = {{Henning Sprekeler} and {Guillaume Hennequin} and {Wulfram Gerstner}},
publisher = {Curran Associates, Inc.},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada.}
}
@article{journals/ploscb/VasilakiFUSG09,
title = {Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail.},
year = {2009},
journal = {PLoS Comput. Biol.},
author = {{Eleni Vasilaki} and {Nicolas Frémaux} and {Robert Urbanczik} and {Walter Senn} and {Wulfram Gerstner}}
}
@article{journals/scholarpedia/GerstnerB09,
title = {Adaptive exponential integrate-and-fire model.},
year = {2009},
journal = {Scholarpedia},
author = {{Wulfram Gerstner} and {Romain Brette}}
}
@inproceedings{conf/nips/GerhardG10,
title = {Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models.},
year = {2010},
booktitle = {NIPS},
author = {{Felipe Gerhard} and {Wulfram Gerstner}},
publisher = {Curran Associates, Inc.},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada.}
}
@article{journals/ficn/HennequinGP10,
title = {STDP in Adaptive Neurons Gives Close-To-Optimal Information Transmission.},
year = {2010},
journal = {Frontiers Comput. Neurosci.},
author = {{Guillaume Hennequin} and {Wulfram Gerstner} and {Jean-Pascal Pfister}}
}
@article{journals/scholarpedia/SjostromG10,
title = {Spike-timing dependent plasticity.},
year = {2010},
journal = {Scholarpedia},
author = {{Jesper Sjöström} and {Wulfram Gerstner}}
}
@incollection{reference/ml/Gerstner10,
title = {Biological Learning: Synaptic Plasticity, Hebb Rule and Spike TimingDependent Plasticity.},
year = {2010},
booktitle = {Encyclopedia of Machine Learning},
author = {{Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Encyclopedia of Machine Learning}
}
@inproceedings{conf/isit/SalavatiKSG11,
title = {Neural pre-coding increases the pattern retrieval capacity of Hopfield and Bidirectional Associative Memories.},
year = {2011},
booktitle = {ISIT},
author = {{Amir Hesam Salavati} and {K. Raj Kumar} and {Mohammad Amin Shokrollahi} and {Wulfram Gerstner}},
publisher = {IEEE},
booktitle = {2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011, St. Petersburg, Russia, July 31 - August 5, 2011}
}
@inproceedings{conf/nips/MensiNG11,
title = {From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models.},
year = {2011},
booktitle = {NIPS},
author = {{Skander Mensi} and {Richard Naud} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain.}
}
@inproceedings{conf/nips/RezendeWG11,
title = {Variational Learning for Recurrent Spiking Networks.},
year = {2011},
booktitle = {NIPS},
author = {{Danilo Jimenez Rezende} and {Daan Wierstra} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain.}
}
@article{journals/ficn/GerhardPLNG11,
title = {Extraction of Network Topology From Multi-Electrode Recordings: Is there a Small-World Effect?},
year = {2011},
journal = {Frontiers Comput. Neurosci.},
author = {{Felipe Gerhard} and {Gordon Pipa} and {Bruss Lima} and {Sergio Neuenschwander} and {Wulfram Gerstner}}
}
@article{journals/neco/NaudGMG11,
title = {Improved Similarity Measures for Small Sets of Spike Trains.},
year = {2011},
journal = {Neural Comput.},
author = {{Richard Naud} and {Felipe Gerhard} and {Skander Mensi} and {Wulfram Gerstner}}
}
@article{journals/ploscb/NaudG12,
title = {Coding and Decoding with Adapting Neurons: A Population Approach to the Peri-Stimulus Time Histogram.},
year = {2012},
journal = {PLoS Comput. Biol.},
author = {{Richard Naud} and {Wulfram Gerstner}}
}
@article{journals/ploscb/RuterMSGH12,
title = {Paradoxical Evidence Integration in Rapid Decision Processes.},
year = {2012},
journal = {PLoS Comput. Biol.},
author = {{Johannes Rüter} and {Nicolas Marcille} and {Henning Sprekeler} and {Wulfram Gerstner} and {Michael H. Herzog}}
}
@article{journals/ploscb/FremauxSG13,
title = {Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons.},
year = {2013},
journal = {PLoS Comput. Biol.},
author = {{Nicolas Frémaux} and {Henning Sprekeler} and {Wulfram Gerstner}}
}
@article{journals/ploscb/ZenkeHG13,
title = {Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector.},
year = {2013},
journal = {PLoS Comput. Biol.},
author = {{Friedemann Zenke} and {Guillaume Hennequin} and {Wulfram Gerstner}}
}
@article{journals/ficn/NaudBG14,
title = {Spike-timing prediction in cortical neurons with active dendrites.},
year = {2014},
journal = {Frontiers Comput. Neurosci.},
author = {{Richard Naud} and {Brice Bathellier} and {Wulfram Gerstner}}
}
@article{journals/ficn/RezendeG14,
title = {Stochastic variational learning in recurrent spiking networks.},
year = {2014},
journal = {Frontiers Comput. Neurosci.},
author = {{Danilo Jimenez Rezende} and {Wulfram Gerstner}}
}
@article{journals/fini/ZenkeG14,
title = {Limits to high-speed simulations of spiking neural networks using general-purpose computers.},
year = {2014},
journal = {Frontiers Neuroinformatics},
author = {{Friedemann Zenke} and {Wulfram Gerstner}}
}
@inproceedings{conf/nips/CorneilG15,
title = {Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze-like Environments.},
year = {2015},
booktitle = {NIPS},
author = {{Dane S. Corneil} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}
}
@article{journals/ploscb/PozzoriniMHNKG15,
title = {Automated High-Throughput Characterization of Single Neurons by Means of Simplified Spiking Models.},
year = {2015},
journal = {PLoS Comput. Biol.},
author = {{Christian Pozzorini} and {Skander Mensi} and {Olivier Hagens} and {Richard Naud} and {Christof Koch} and {Wulfram Gerstner}}
}
@article{journals/corr/ColomboMSBG16,
title = {Algorithmic Composition of Melodies with Deep Recurrent Neural Networks.},
year = {2016},
journal = {CoRR},
author = {{Florian Colombo} and {Samuel P. Muscinelli} and {Alexander Seeholzer} and {Johanni Brea} and {Wulfram Gerstner}}
}
@article{journals/corr/FarajiPG16,
title = {Balancing New Against Old Information: The Role of Surprise.},
year = {2016},
journal = {CoRR},
author = {{Mohammad Javad Faraji} and {Kerstin Preuschoff} and {Wulfram Gerstner}}
}
@article{journals/corr/MesnardGB16,
title = {Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity.},
year = {2016},
journal = {CoRR},
author = {{Thomas Mesnard} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/ploscb/BritoG16,
title = {Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation.},
year = {2016},
journal = {PLoS Comput. Biol.},
author = {{Carlos S. N. Brito} and {Wulfram Gerstner}}
}
@article{journals/ploscb/MensiHGP16,
title = {Enhanced Sensitivity to Rapid Input Fluctuations by Nonlinear Threshold Dynamics in Neocortical Pyramidal Neurons.},
year = {2016},
journal = {PLoS Comput. Biol.},
author = {{Skander Mensi} and {Olivier Hagens} and {Wulfram Gerstner} and {Christian Pozzorini}}
}
@inproceedings{conf/evoW/ColomboSG17,
title = {Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation.},
year = {2017},
booktitle = {EvoMUSART},
author = {{Florian Colombo} and {Alexander Seeholzer} and {Wulfram Gerstner}},
booktitle = {Computational Intelligence in Music, Sound, Art and Design - 6th International Conference, EvoMUSART 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings}
}
@article{journals/corr/GilraG17,
title = {Predicting non-linear dynamics: a stable local learning scheme for recurrent spiking neural networks.},
year = {2017},
journal = {CoRR},
author = {{Aditya Gilra} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-1712-10062,
title = {Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory.},
year = {2017},
journal = {CoRR},
author = {{Marco Martinolli} and {Wulfram Gerstner} and {Aditya Gilra}}
}
@article{journals/ficn/SetarehDPG17,
title = {Cortical Dynamics in Presence of Assemblies of Densely Connected Weight-Hub Neurons.},
year = {2017},
journal = {Frontiers Comput. Neurosci.},
author = {{Hesam Setareh} and {Moritz Deger} and {Carl C. H. Petersen} and {Wulfram Gerstner}}
}
@article{journals/neco/MuscinelliGB17,
title = {Exponentially Long Orbits in Hopfield Neural Networks.},
year = {2017},
journal = {Neural Comput.},
author = {{Samuel P. Muscinelli} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/ploscb/SchwalgerDG17,
title = {Towards a theory of cortical columns: From spiking neurons to interacting neural populations of finite size.},
year = {2017},
journal = {PLoS Comput. Biol.},
author = {{Tilo Schwalger} and {Moritz Deger} and {Wulfram Gerstner}}
}
@incollection{reference/ml/Gerstner17,
title = {Biological Learning: Synaptic Plasticity, Hebb Rule and Spike Timing Dependent Plasticity.},
year = {2017},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
author = {{Wulfram Gerstner}},
publisher = {Springer},
booktitle = {Encyclopedia of Machine Learning and Data Mining}
}
@inproceedings{conf/icml/CorneilGB18,
title = {Efficient ModelBased Deep Reinforcement Learning with Variational State Tabulation.},
year = {2018},
booktitle = {ICML},
author = {{Dane S. Corneil} and {Wulfram Gerstner} and {Johanni Brea}},
publisher = {PMLR},
booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018}
}
@inproceedings{conf/icml/GilraG18,
title = {Non-Linear Motor Control by Local Learning in Spiking Neural Networks.},
year = {2018},
booktitle = {ICML},
author = {{Aditya Gilra} and {Wulfram Gerstner}},
publisher = {PMLR},
booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018}
}
@article{journals/corr/abs-1802-04325,
title = {Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation.},
year = {2018},
journal = {CoRR},
author = {{Dane S. Corneil} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/corr/abs-1802-05162,
title = {BachProp: Learning to Compose Music in Multiple Styles.},
year = {2018},
journal = {CoRR},
author = {{Florian Colombo} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-1812-06669,
title = {Learning to Generate Music with BachProp.},
year = {2018},
journal = {CoRR},
author = {{Florian Colombo} and {Johanni Brea} and {Wulfram Gerstner}}
}
@article{journals/ficn/MartinolliGG18,
title = {Multi-Timescale Memory Dynamics Extend Task Repertoire in a Reinforcement Learning Network With Attention-Gated Memory.},
year = {2018},
journal = {Frontiers Comput. Neurosci.},
author = {{Marco Martinolli} and {Wulfram Gerstner} and {Aditya Gilra}}
}
@article{journals/neco/FarajiPG18,
title = {Balancing New against Old Information: The Role of Puzzlement Surprise in Learning.},
year = {2018},
journal = {Neural Comput.},
author = {{Mohammad Javad Faraji} and {Kerstin Preuschoff} and {Wulfram Gerstner}}
}
@article{journals/ploscb/SetarehDG18,
title = {Excitable neuronal assemblies with adaptation as a building block of brain circuits for velocity-controlled signal propagation.},
year = {2018},
journal = {PLoS Comput. Biol.},
author = {{Hesam Setareh} and {Moritz Deger} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-1907-02911,
title = {Weight-space symmetry in deep networks gives rise to permutation saddles, connected by equal-loss valleys across the loss landscape.},
year = {2019},
journal = {CoRR},
author = {{Johanni Brea} and {Berfin Simsek} and {Bernd Illing} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-1907-02936,
title = {An Approximate Bayesian Approach to Surprise-Based Learning.},
year = {2019},
journal = {CoRR},
author = {{Vasiliki Liakoni} and {Alireza Modirshanechi} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/corr/abs-1910-10559,
title = {Working memory facilitates reward-modulated Hebbian learning in recurrent neural networks.},
year = {2019},
journal = {CoRR},
author = {{Roman Pogodin} and {Dane S. Corneil} and {Alexander Seeholzer} and {Joseph Heng} and {Wulfram Gerstner}}
}
@article{journals/ficn/GastaldiMG19,
title = {Optimal Stimulation Protocol in a Bistable Synaptic Consolidation Model.},
year = {2019},
journal = {Frontiers Comput. Neurosci.},
author = {{Chiara Gastaldi} and {Samuel P. Muscinelli} and {Wulfram Gerstner}}
}
@article{journals/nn/IllingGB19,
title = {Biologically plausible deep learning - But how far can we go with shallow networks?},
year = {2019},
journal = {Neural Networks},
author = {{Bernd Illing} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/ploscb/MuscinelliGS19,
title = {How single neuron properties shape chaotic dynamics and signal transmission in random neural networks.},
year = {2019},
journal = {PLoS Comput. Biol.},
author = {{Samuel P. Muscinelli} and {Wulfram Gerstner} and {Tilo Schwalger}}
}
@article{journals/ploscb/SeeholzerDG19,
title = {Stability of working memory in continuous attractor networks under the control of short-term plasticity.},
year = {2019},
journal = {PLoS Comput. Biol.},
author = {{Alexander Seeholzer} and {Moritz Deger} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-2010-08262,
title = {Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity.},
year = {2020},
journal = {CoRR},
author = {{Bernd Illing} and {Wulfram Gerstner} and {Guillaume Bellec}}
}
@article{journals/ploscb/SuracePGB20,
title = {On the choice of metric in gradient-based theories of brain function.},
year = {2020},
journal = {PLoS Comput. Biol.},
author = {{Simone Carlo Surace} and {Jean-Pascal Pfister} and {Wulfram Gerstner} and {Johanni Brea}}
}
@inproceedings{conf/icml/SimsekGJSHGB21,
title = {Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances.},
year = {2021},
booktitle = {ICML},
author = {{Berfin Simsek} and {François Ged} and {Arthur Jacot} and {Francesco Spadaro} and {Clément Hongler} and {Wulfram Gerstner} and {Johanni Brea}},
publisher = {PMLR},
booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event.}
}
@inproceedings{conf/nips/BellecWMBG21,
title = {Fitting summary statistics of neural data with a differentiable spiking network simulator.},
year = {2021},
booktitle = {NeurIPS},
author = {{Guillaume Bellec} and {Shuqi Wang} and {Alireza Modirshanechi} and {Johanni Brea} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@inproceedings{conf/nips/IllingVBG21,
title = {Local plasticity rules can learn deep representations using self-supervised contrastive predictions.},
year = {2021},
booktitle = {NeurIPS},
author = {{Bernd Illing} and {Jean Ventura} and {Guillaume Bellec} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@article{journals/neco/LiakoniMGB21,
title = {Learning in Volatile Environments With the Bayes Factor Surprise.},
year = {2021},
journal = {Neural Comput.},
author = {{Vasiliki Liakoni} and {Alireza Modirshanechi} and {Wulfram Gerstner} and {Johanni Brea}}
}
@article{journals/ploscb/GastaldiSFQG21,
title = {When shared concept cells support associations: Theory of overlapping memory engrams.},
year = {2021},
journal = {PLoS Comput. Biol.},
author = {{Chiara Gastaldi} and {Tilo Schwalger} and {Emanuela De Falco} and {Rodrigo Quian Quiroga} and {Wulfram Gerstner}}
}
@article{journals/ploscb/XuMLGH21,
title = {Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making.},
year = {2021},
journal = {PLoS Comput. Biol.},
author = {{He A. Xu} and {Alireza Modirshanechi} and {Marco P. Lehmann} and {Wulfram Gerstner} and {Michael H. Herzog}}
}
@inproceedings{conf/icip/StanojevicECWPG22,
title = {Approximating Relu Networks by Single-Spike Computation.},
year = {2022},
booktitle = {ICIP},
author = {{Ana Stanojevic} and {Evangelos Eleftheriou} and {Giovanni Cherubini} and {Stanislaw Wozniak} and {Angeliki Pantazi} and {Wulfram Gerstner}},
publisher = {IEEE},
booktitle = {2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022.}
}
@inproceedings{conf/nips/IatropoulosBG22,
title = {Kernel Memory Networks: A Unifying Framework for Memory Modeling.},
year = {2022},
booktitle = {NeurIPS},
author = {{Georgios Iatropoulos} and {Johanni Brea} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@inproceedings{conf/nips/WangSBG22,
title = {Mesoscopic modeling of hidden spiking neurons.},
year = {2022},
booktitle = {NeurIPS},
author = {{Shuqi Wang} and {Valentin Schmutz} and {Guillaume Bellec} and {Wulfram Gerstner}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@article{journals/neuroimage/LiakoniLMBLGP22,
title = {Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making.},
year = {2022},
journal = {NeuroImage},
author = {{Vasiliki Liakoni} and {Marco P. Lehmann} and {Alireza Modirshanechi} and {Johanni Brea} and {Antoine Lutti} and {Wulfram Gerstner} and {Kerstin Preuschoff}}
}
@inproceedings{conf/ismir/RenGR23,
title = {Music as Flow: A Formal Representation of Hierarchical Processes in Music.},
year = {2023},
booktitle = {ISMIR},
author = {{Zeng Ren} and {Wulfram Gerstner} and {Martin Rohrmeier}},
booktitle = {Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.}
}
@inproceedings{conf/nips/SimsekBGB23,
title = {Should Under-parameterized Student Networks Copy or Average Teacher Weights?},
year = {2023},
booktitle = {NeurIPS},
author = {{Berfin Simsek} and {Amire Bendjeddou} and {Wulfram Gerstner} and {Johanni Brea}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@inproceedings{conf/nips/SourmpisPGB23,
title = {Trial matching: capturing variability with data-constrained spiking neural networks.},
year = {2023},
booktitle = {NeurIPS},
author = {{Christos Sourmpis} and {Carl C. H. Petersen} and {Wulfram Gerstner} and {Guillaume Bellec}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023.}
}
@article{journals/corr/abs-2301-10638,
title = {MLPGradientFlow: going with the flow of multilayer perceptrons (and finding minima fast and accurately).},
year = {2023},
journal = {CoRR},
author = {{Johanni Brea} and {Flavio Martinelli} and {Berfin Simsek} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-2304-12794,
title = {Expand-and-Cluster: Exact Parameter Recovery of Neural Networks.},
year = {2023},
journal = {CoRR},
author = {{Flavio Martinelli} and {Berfin Simsek} and {Johanni Brea} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-2306-01690,
title = {GateON: an unsupervised method for large scale continual learning.},
year = {2023},
journal = {CoRR},
author = {{Martin Barry} and {Guillaume Bellec} and {Wulfram Gerstner}}
}
@article{journals/corr/abs-2306-08744,
title = {Are training trajectories of deep single-spike and deep ReLU network equivalent?},
year = {2023},
journal = {CoRR},
author = {{Ana Stanojevic} and {Stanislaw Wozniak} and {Guillaume Bellec} and {Giovanni Cherubini} and {Angeliki Pantazi} and {Wulfram Gerstner}}
}
@article{journals/nn/StanojevicWBCPG23,
title = {An exact mapping from ReLU networks to spiking neural networks.},
year = {2023},
month = {November},
journal = {Neural Networks},
author = {{Ana Stanojevic} and {Stanislaw Wozniak} and {Guillaume Bellec} and {Giovanni Cherubini} and {Angeliki Pantazi} and {Wulfram Gerstner}}
}
@article{journals/ploscb/BoscagliaGGQ23,
title = {A dynamic attractor network model of memory formation, reinforcement and forgetting.},
year = {2023},
month = {December},
journal = {PLoS Comput. Biol.},
author = {{Marta Boscaglia} and {Chiara Gastaldi} and {Wulfram Gerstner} and {Rodrigo Quian Quiroga}}
}
@article{journals/nn/StanojevicWBCPG24,
title = {Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].},
year = {2024},
month = {January},
journal = {Neural Networks},
author = {{Ana Stanojevic} and {Stanislaw Wozniak} and {Guillaume Bellec} and {Giovanni Cherubini} and {Angeliki Pantazi} and {Wulfram Gerstner}}
}
@article{journals/ploscb/BarryG24,
title = {Fast adaptation to rule switching using neuronal surprise.},
year = {2024},
month = {February},
journal = {PLoS Comput. Biol.},
author = {{Martin L. L. R. Barry} and {Wulfram Gerstner}}
}
@article{journals/ploscb/BritoG24,
title = {Learning what matters: Synaptic plasticity with invariance to second-order input correlations.},
year = {2024},
month = {February},
journal = {PLoS Comput. Biol.},
author = {{Carlos S. N. Brito} and {Wulfram Gerstner}}
}