Guillaume Bellec

27 papers A* 5B 1C 1Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Can Local Learning Match Self-Supervised Backpropagation? CoRR Wu S. Zihan, Ariane Delrocq, Wulfram Gerstner, Guillaume Bellec
2025	J	`jnl`	Conductance-dependent Photoresponse in a Dynamic SrTiO3 Memristor for Biorealistic Computing. CoRR Christoph Weilenmann, Hanglin He, Marko Mladenovic, Till Zellweger, Kevin Portner, Klemens Bauer, Guillaume Bellec, Mathieu Luisier, Alexandros Emboras
2025	J	`jnl`	Context selectivity with dynamic availability enables lifelong continual learning. Neural Networks Martin L. L. R. Barry, Wulfram Gerstner, Guillaume Bellec
2024	J	`jnl`	Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88]. Neural Networks Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2024	J	`jnl`	Spiking Music: Audio Compression with Event Based Auto-encoders. CoRR Martim Lisboa, Guillaume Bellec
2023	J	`jnl`	An exact mapping from ReLU networks to spiking neural networks. Neural Networks Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023	J	`jnl`	Are training trajectories of deep single-spike and deep ReLU network equivalent? CoRR Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023	J	`jnl`	GateON: an unsupervised method for large scale continual learning. CoRR Martin L. L. R. Barry, Guillaume Bellec, Wulfram Gerstner
2023	A*	`conf`	Trial matching: capturing variability with data-constrained spiking neural networks. NeurIPS Christos Sourmpis, Carl C. H. Petersen, Wulfram Gerstner, Guillaume Bellec
2022	J	`jnl`	An Exact Mapping From ReLU Networks to Spiking Neural Networks. CoRR Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2022	A*	`conf`	Mesoscopic modeling of hidden spiking neurons. NeurIPS Shuqi Wang, Valentin Schmutz, Guillaume Bellec, Wulfram Gerstner
2022	J	`jnl`	Mesoscopic modeling of hidden spiking neurons. CoRR Shuqi Wang, Valentin Schmutz, Guillaume Bellec, Wulfram Gerstner
2021	A*	`conf`	Fitting summary statistics of neural data with a differentiable spiking network simulator. NeurIPS Guillaume Bellec, Shuqi Wang, Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner
2021	J	`jnl`	Fitting summary statistics of neural data with a differentiable spiking network simulator. CoRR Guillaume Bellec, Shuqi Wang, Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner
2021	A*	`conf`	Local plasticity rules can learn deep representations using self-supervised contrastive predictions. NeurIPS Bernd Illing, Jean Ventura, Guillaume Bellec, Wulfram Gerstner
2020	J	`jnl`	Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity. CoRR Bernd Illing, Wulfram Gerstner, Guillaume Bellec
2019	J	`jnl`	Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets. CoRR Guillaume Bellec, Franz Scherr, Elias Hajek, Darjan Salaj, Robert Legenstein, Wolfgang Maass
2018	—	`conf`	Deep Rewiring: Training very sparse deep networks. ICLR (Poster) Guillaume Bellec, David Kappel, Wolfgang Maass, Robert Legenstein
2018	A*	`conf`	Long short-term memory and Learning-to-learn in networks of spiking neurons. NeurIPS Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass
2018	J	`jnl`	Long short-term memory and Learning-to-learn in networks of spiking neurons. CoRR Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass
2017	J	`jnl`	Deep Rewiring: Training very sparse deep networks. CoRR Guillaume Bellec, David Kappel, Wolfgang Maass, Robert Legenstein
2017	J	`jnl`	Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System. CoRR Sebastian Schmitt, Johann Klaehn, Guillaume Bellec, Andreas Grübl, Maurice Guettler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Vitali Karasenko, Mitja Kleider, Christoph Koke, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2017	B	`conf`	Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system. IJCNN Sebastian Schmitt, Johann Klähn, Guillaume Bellec, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Mihai A. Petrovici, Stefan Schiefer, Stefan Scholze, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, René Schüffny, Johannes Schemmel, Karlheinz Meier
2017	C	`conf`	Pattern representation and recognition with accelerated analog neuromorphic systems. ISCAS Mihai A. Petrovici, Sebastian Schmitt, Johann Klähn, Robert D. St. Louis, Anna Schroeder, Guillaume Bellec, Johannes Bill, Oliver Breitwieser, Ilja Bytschok, Andreas Grübl, Maurice Güttler, Andreas Hartel, Stephan Hartmann, Dan Husmann de Oliveira, Kai Husmann, Sebastian Jeltsch, Vitali Karasenko, Mitja Kleider, Christoph Koke, Alexander Kononov, Christian Mauch, Eric Müller, Paul Müller, Johannes Partzsch, Thomas Pfeil, Stefan Schiefer, Stefan Scholze, Anand Subramoney, Vasilis N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2017	J	`jnl`	Pattern representation and recognition with accelerated analog neuromorphic systems. CoRR 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 de Oliveira, 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 N. Thanasoulis, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, René Schüffny, Christian Mayr, Johannes Schemmel, Karlheinz Meier
2016	J	`jnl`	Slow feature analysis with spiking neurons and its application to audio stimuli. J. Comput. Neurosci. Guillaume Bellec, Mathieu Galtier, Romain Brette, Pierre Yger
2014	—	`conf`	Creating Audio Based Experiments as Social Web Games with the CASimIR Framework. Semantic Audio Daniel Wolff, Guillaume Bellec, Anders Friberg, Andrew MacFarlane, Tillman Weyde