A solution to the learning dilemma for recurrent networks of spiking neurons
Bellec, Guillaume, Scherr, Franz, Subramoney, Anand, Hajek, Elias, Salaj, Darjan, Legenstein, Robert, Maass, Wolfgang
Published in Nature communications (17.07.2020)
Published in Nature communications (17.07.2020)
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Journal Article
Spike frequency adaptation supports network computations on temporally dispersed information
Salaj, Darjan, Subramoney, Anand, Kraisnikovic, Ceca, Bellec, Guillaume, Legenstein, Robert, Maass, Wolfgang
Published in eLife (26.07.2021)
Published in eLife (26.07.2021)
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Journal Article
Fast learning without synaptic plasticity in spiking neural networks
Subramoney, Anand, Bellec, Guillaume, Scherr, Franz, Legenstein, Robert, Maass, Wolfgang
Published in Scientific reports (12.04.2024)
Published in Scientific reports (12.04.2024)
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Journal Article
High-performance deep spiking neural networks with 0.3 spikes per neuron
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in Nature communications (09.08.2024)
Published in Nature communications (09.08.2024)
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Journal Article
Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype
Liu, Chen, Bellec, Guillaume, Vogginger, Bernhard, Kappel, David, Partzsch, Johannes, Neumärker, Felix, Höppner, Sebastian, Maass, Wolfgang, Furber, Steve B, Legenstein, Robert, Mayr, Christian G
Published in Frontiers in neuroscience (16.11.2018)
Published in Frontiers in neuroscience (16.11.2018)
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Journal Article
Healthcare-associated adverse events and readmission to the emergency departments within seven days after a first consultation
Gasperini, Guillaume, Bouazzi, Leila, Sanchez, Antoine, Marotte, Louis, Kézachian, Laury, Bellec, Guillaume, Cazes, Nicolas, Rosetti, Maxime, Bousquet, Claire, Renard, Aurélien, Sanchez, Stéphane
Published in Frontiers in public health (07.07.2023)
Published in Frontiers in public health (07.07.2023)
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Journal Article
An exact mapping from ReLU networks to spiking neural networks
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in Neural networks (01.11.2023)
Published in Neural networks (01.11.2023)
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Journal Article
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88]
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in Neural networks (01.01.2024)
Published in Neural networks (01.01.2024)
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Journal Article
Slow feature analysis with spiking neurons and its application to audio stimuli
Bellec, Guillaume, Galtier, Mathieu, Brette, Romain, Yger, Pierre
Published in Journal of computational neuroscience (01.06.2016)
Published in Journal of computational neuroscience (01.06.2016)
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Journal Article
Assessment of emergency physicians’ performance in identifying shockable rhythm in out-of-hospital cardiac arrest: an observational simulation study
Derkenne, Clément, Jost, Daniel, Roquet, Florian, Corpet, Pascal, Frattini, Benoit, Kedzierewicz, Romain, Bellec, Guillaume, Rajon, Benjamin, Fernandez, Marianne, Loeb, Thomas, Pierantoni, Emmanuel, Lamblin, Antoine, Prunet, Bertrand, Jost, Daniel, Lemoine, Frederic, Lanoe, Vincent, Frattini, Benoit, Gauyat, Eric, Lemoine, Sabine, Briche, Frederic, Lesaffre, Xavier, Alhanati, Laure, Freiermuth, Jean-Paul, Kedzierewicz, Romain, L’espinay, Albane Miron De, Delhaye, Ludovic, Maurin, Olga, Derkenne, Clément, Jouffroy, Romain, Prieux, Laurent, Yavari, Olivier, Hong, Vivien, Stibbe, Olivier, Travers, Stéphane, Prunet, Bertrand
Published in Emergency medicine journal : EMJ (01.05.2022)
Published in Emergency medicine journal : EMJ (01.05.2022)
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Journal Article
Trial matching: capturing variability with data-constrained spiking neural networks
Sourmpis, Christos, Petersen, Carl, Gerstner, Wulfram, Bellec, Guillaume
Published in arXiv.org (01.12.2023)
Published in arXiv.org (01.12.2023)
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Paper
Journal Article
Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system
Schmitt, Sebastian, Klahn, Johann, Bellec, Guillaume, Grubl, Andreas, Guttler, Maurice, Hartel, Andreas, Hartmann, Stephan, Husmann, Dan, Husmann, Kai, Jeltsch, Sebastian, Karasenko, Vitali, Kleider, Mitja, Koke, Christoph, Kononov, Alexander, Mauch, Christian, Muller, Eric, Muller, Paul, Partzsch, Johannes, Petrovici, Mihai A., Schiefer, Stefan, Scholze, Stefan, Thanasoulis, Vasilis, Vogginger, Bernhard, Legenstein, Robert, Maass, Wolfgang, Mayr, Christian, Schuffny, Rene, Schemmel, Johannes, Meier, Karlheinz
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
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Conference Proceeding
Mesoscopic modeling of hidden spiking neurons
Wang, Shuqi, Schmutz, Valentin, Bellec, Guillaume, Gerstner, Wulfram
Published in arXiv.org (07.01.2023)
Published in arXiv.org (07.01.2023)
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Journal Article
High-performance deep spiking neural networks with 0.3 spikes per neuron
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in arXiv.org (20.11.2023)
Published in arXiv.org (20.11.2023)
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Journal Article
Fitting summary statistics of neural data with a differentiable spiking network simulator
Bellec, Guillaume, Wang, Shuqi, Modirshanechi, Alireza, Brea, Johanni, Gerstner, Wulfram
Published in arXiv.org (14.11.2021)
Published in arXiv.org (14.11.2021)
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Journal Article
Local plasticity rules can learn deep representations using self-supervised contrastive predictions
Illing, Bernd, Ventura, Jean, Bellec, Guillaume, Gerstner, Wulfram
Published in arXiv.org (25.10.2021)
Published in arXiv.org (25.10.2021)
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Paper
Journal Article
An Exact Mapping From ReLU Networks to Spiking Neural Networks
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in arXiv.org (23.12.2022)
Published in arXiv.org (23.12.2022)
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Journal Article