STDP Allows Close-to-Optimal Spatiotemporal Spike Pattern Detection by Single Coincidence Detector Neurons
Timothée Masquelier
Article dans une revue
hal-02341970v1
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BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Saeed Reza Kheradpisheh
,
Maryam Mirsadeghi
,
Timothée Masquelier
Article dans une revue
hal-03425880v1
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Dilated Convolution with Learnable Spacings: beyond bilinear interpolation
Ismail Khalfaoui-Hassani
,
Thomas Pellegrini
,
Timothée Masquelier
ICML Workshop: Differentiable Almost Everything , 2023, Hawaii, United States
Communication dans un congrès
hal-04236736v1
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Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
Timothée Masquelier
,
Geoffrey Portelli
,
Pierre Kornprobst
Article dans une revue
hal-01301838v1
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Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity.
Timothée Masquelier
,
Simon J Thorpe
Article dans une revue
hal-00135582v1
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Representation learning using event-based STDP
Amirhossein Tavanaei
,
Timothée Masquelier
,
Anthony Maida
Article dans une revue
hal-02341981v1
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Deep learning in spiking neural networks
Saeed Reza Kheradpisheh
,
Amirhossein Tavanaei
,
Masoud Ghodrati
,
Saeed Reza Kheradpisheh
,
Timothée Masquelier
,
et al.
Article dans une revue
hal-02341924v1
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Encrypted internet traffic classification using a supervised spiking neural network
Ali Rasteh
,
Florian Delpech
,
Carlos Aguilar-Melchor
,
Romain Zimmer
,
Saeed Bagheri Shouraki
,
et al.
Article dans une revue
hal-03726562v1
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SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron
Milad Mozafari
,
Mohammad Ganjtabesh
,
Abbas Nowzari-Dalini
,
Timothée Masquelier
Article dans une revue
hal-02353102v1
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Humans and Deep Networks Largely Agree on Which Kinds of Variation Make Object Recognition Harder
Saeed Reza Kheradpisheh
,
Masoud Ghodrati
,
Mohammad Ganjtabesh
,
Timothée Masquelier
Article dans une revue
hal-02342066v1
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Visual stimulation quenches global alpha range activity in awake primate V4: a case study.
Thomas Deneux
,
Timothée Masquelier
,
Maria A Bermudez
,
Guillaume S. Masson
,
Gustavo Deco
,
et al.
Article dans une revue
hal-02329366v1
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Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Wei Fang
,
Zhaofei Yu
,
Yanqi Chen
,
Timothee Masquelier
,
Tiejun Huang
,
et al.
Communication dans un congrès
hal-03595021v1
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Mitigating Catastrophic Forgetting in Spiking Neural Networks through Threshold Modulation
Ilyass Hammouamri
,
Timothée Masquelier
,
Dennis Wilson
Transactions on Machine Learning Research Journal , 2022
Article dans une revue
hal-03887417v1
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Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme.
Timothée Masquelier
,
Etienne Hugues
,
Gustavo Deco
,
Simon J Thorpe
Article dans une revue
hal-00428996v1
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Learning to recognize objects using waves of spikes and Spike Timing-Dependent Plasticity
Timothée Masquelier
,
Simon J Thorpe
The 2010 International Joint Conference on Neural Networks (IJCNN) , Jul 2010, Barcelona, Spain. pp.1-8
Communication dans un congrès
hal-00580488v1
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Epileptic Seizure Detection Using a Neuromorphic-Compatible Deep Spiking Neural Network
Pouya Soltani Zarrin
,
Romain Zimmer
,
Christian Wenger
,
Timothée Masquelier
International Work-Conference on Bioinformatics and Biomedical Engineering , 12108, pp.389-394, 2020, Lecture Notes in Computer Science,
⟨10.1007/978-3-030-45385-5_34⟩
Chapitre d'ouvrage
hal-02870231v1
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The wave of first spikes provides robust spatial cues for retinal information processing
Geoffrey Portelli
,
John Barrett
,
Evelyne Sernagor
,
Timothée Masquelier
,
Pierre Kornprobst
[Research Report] RR-8559, INRIA. 2014
Rapport
hal-01019953v1
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Rank order coding: a retinal information decoding strategy revealed by large-scale multielectrode array retinal recordings
Geoffrey Portelli
,
John M. Barrett
,
Gerrit Hilgen
,
Timothée Masquelier
,
Alessandro Maccione
,
et al.
Article dans une revue
hal-01316105v1
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Optimal Localist and Distributed Coding of Spatiotemporal Spike Patterns Through STDP and Coincidence Detection
Timothée Masquelier
,
Saeed Reza Kheradpisheh
Article dans une revue
hal-02341971v1
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Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron
Saeed Reza Kheradpisheh
,
Timothée Masquelier
Article dans une revue
hal-02870202v1
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Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks
Milad Mozafari
,
Mohammad Ganjtabesh
,
Abbas Nowzari-Dalini
,
Simon Thorpe
,
Timothée Masquelier
Article dans une revue
hal-02353092v1
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Technical report: supervised training of convolutional spiking neural networks with PyTorch
Romain Zimmer
,
Thomas Pellegrini
,
Srisht Fateh Singh
,
Timothée Masquelier
[Technical Report] CERCO UMR 5549, CNRS – Université Toulouse 3, Toulouse, France. 2019
Rapport
hal-02870276v1
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STDP-based spiking deep convolutional neural networks for object recognition
Saeed Reza Kheradpisheh
,
Mohammad Ganjtabesh
,
Simon J. Thorpe
,
Timothée Masquelier
Article dans une revue
hal-02341957v1
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Spiking Neural Networks Trained via Proxy
Saeed Reza Kheradpisheh
,
Maryam Mirsadeghi
,
Timothee Masquelier
Article dans une revue
hal-03726571v1
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Adapting a ConvNeXt Model to Audio Classification on AudioSet
Thomas Pellegrini
,
Ismail Khalfaoui-Hassani
,
Etienne Labbé
,
Timothée Masquelier
24th INTERSPEECH Conference (INTERSPEECH 2023) , ISCA: International Speech Communication Association, Aug 2023, Dublin, Ireland. pp.4169-4173,
⟨10.21437/interspeech.2023-1564⟩
Communication dans un congrès
hal-04236856v1
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Neural variability, or lack thereof
Timothée Masquelier
Article dans une revue
hal-01551383v1
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Spike-Timing-Dependent-Plasticity with Memristors
T. Serrano-Gotarredona
,
Timothée Masquelier
,
B. Linares-Barranco
Chapitre d'ouvrage
hal-02344979v1
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26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2
Leonid L. Rubchinsky
,
Sungwoo Ahn
,
Wouter Klijn
,
Ben Cumming
,
Stuart Yates
,
et al.
Article dans une revue
hal-01580190v1
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Spike time displacement-based error backpropagation in convolutional spiking neural networks
Maryam Mirsadeghi
,
Majid Shalchian
,
Saeed Reza Kheradpisheh
,
Timothée Masquelier
Article dans une revue
hal-04079767v1
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Deep Residual Learning in Spiking Neural Networks
Wei Fang
,
Zhaofei Yu
,
Yanqi Chen
,
Tiejun Huang
,
Timothée Masquelier
,
et al.
NeurIPS 2021 , Dec 2021, Sydney, Australia
Communication dans un congrès
hal-03482280v1
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