Simon J. Thorpe

Publication Activity (10 Years)

Years Active: 1990-2020
Publications (10 Years): 8

Top Topics

Digit Recognition

Unsupervised Feature Learning

Top Venues

J. Cogn. Neurosci.

Neural Networks

Pattern Recognit.

Publications

Charles E. Davis, Jacob G. Martin, Simon J. Thorpe
Stimulus Onset Hub: an Open-Source, Low Latency, and Opto-Isolated Trigger Box for Neuroscientific Research Replicability and Beyond. Frontiers Neuroinformatics 14 (2020)
Christelle Larzabal, Nadège Bacon-Macé, Sophie Muratot, Simon J. Thorpe
Tracking Your Mind's Eye during Recollection: Decoding the Long-Term Recall of Short Audiovisual Clips. J. Cogn. Neurosci. 32 (1) (2020)
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini, Simon J. Thorpe, Timothée Masquelier
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks. Pattern Recognit. 94 (2019)
Milad Mozafari, Mohammad Ganjtabesh, Abbas Nowzari-Dalini, Simon J. Thorpe, Timothée Masquelier
Combining STDP and Reward-Modulated STDP in Deep Convolutional Spiking Neural Networks for Digit Recognition. CoRR (2018)
Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon J. Thorpe, Timothée Masquelier
STDP-based spiking deep convolutional neural networks for object recognition. Neural Networks 99 (2018)
Paul Ferré, Franck Mamalet, Simon J. Thorpe
Unsupervised Feature Learning With Winner-Takes-All Based STDP. Frontiers Comput. Neurosci. 12 (2018)
Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon J. Thorpe, Timothée Masquelier
STDP-based spiking deep neural networks for object recognition. CoRR (2016)
Chien-Te Wu, Sébastien M. Crouzet, Simon J. Thorpe, Michèle Fabre-Thorpe
At 120 msec You Can Spot the Animal but You Don't Yet Know It's a Dog. J. Cogn. Neurosci. 27 (1) (2015)
David Roclin, Olivier Bichler, Christian Gamrat, Simon J. Thorpe, Jacques-Olivier Klein
Design study of efficient digital order-based STDP neuron implementations for extracting temporal features. IJCNN (2013)
Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat
Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity. Neural Networks 32 (2012)
Simon J. Thorpe
Spike-Based Image Processing: Can We Reproduce Biological Vision in Hardware? ECCV Workshops (1) (2012)
Brian F. G. Katz, Slim Kammoun, Gaëtan Parseihian, Olivier Gutierrez, Adrien Brilhault, Malika Auvray, Philippe Truillet, Michel Denis, Simon J. Thorpe, Christophe Jouffrais
NAVIG: augmented reality guidance system for the visually impaired - Combining object localization, GNSS, and spatial audio. Virtual Real. 16 (4) (2012)
Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat
Unsupervised features extraction from asynchronous silicon retina through Spike-Timing-Dependent Plasticity. IJCNN (2011)
Simon J. Thorpe, Adrien Brilhault, José Antonio Pérez-Carrasco
Suggestions for a biologically inspired spiking retina using order-based coding. ISCAS (2010)
Timothée Masquelier, Simon J. Thorpe
Learning to recognize objects using waves of spikes and Spike Timing-Dependent Plasticity. IJCNN (2010)
Florian Dramas, Simon J. Thorpe, Christophe Jouffrais
Artificial Vision for the Blind: a Bio-Inspired Algorithm for Objects and Obstacles Detection. Int. J. Image Graph. 10 (4) (2010)
Trevor R. Agus, Clara Suied, Simon J. Thorpe, Daniel Pressnitzer
Characteristics of human voice processing. ISCAS (2010)
Timothée Masquelier, Rudy Guyonneau, Simon J. Thorpe
Competitive STDP-Based Spike Pattern Learning. Neural Comput. 21 (5) (2009)
Florian Dramas, Bernard Oriola, Brian F. G. Katz, Simon J. Thorpe, Christophe Jouffrais
Designing an assistive device for the blind based on object localization and augmented auditory reality. ASSETS (2008)
Guillaume A. Rousselet, Marc J.-M. Macé, Simon J. Thorpe, Michèle Fabre-Thorpe
Limits of Event-related Potential Differences in Tracking Object Processing Speed. J. Cogn. Neurosci. 19 (8) (2007)
Timothée Masquelier, Simon J. Thorpe
Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity. PLoS Comput. Biol. 3 (2) (2007)
Rudy Guyonneau, Rufin van Rullen, Simon J. Thorpe
Neurons Tune to the Earliest Spikes Through STDP. Neural Comput. 17 (4) (2005)
Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
Coding static natural images using spiking event times: do neurons Cooperate? IEEE Trans. Neural Networks 15 (5) (2004)
Simon J. Thorpe, Rudy Guyonneau, Nicolas Guilbaud, Jong-Mo Allegraud, Rufin van Rullen
SpikeNet: real-time visual processing with one spike per neuron. Neurocomputing (2004)
Laurent Perrinet, Manuel Samuelides, Simon J. Thorpe
Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. Neurocomputing 57 (2004)
Simon J. Thorpe
Ultra-Rapid Scene Categorization with a Wave of Spikes. Biologically Motivated Computer Vision (2002)
Rufin van Rullen, Arnaud Delorme, Simon J. Thorpe
Feed-forward contour integration in primary visual cortex based on asynchronous spike propagation. Neurocomputing (2001)
Rufin van Rullen, Simon J. Thorpe
Rate Coding Versus Temporal Order Coding: What the Retinal Ganglion Cells Tell the Visual Cortex. Neural Comput. 13 (6) (2001)
Arnaud Delorme, Simon J. Thorpe
Face identification using one spike per neuron: resistance to image degradations. Neural Networks 14 (6-7) (2001)
Simon J. Thorpe, Arnaud Delorme, Rufin van Rullen
Spike-based strategies for rapid processing. Neural Networks 14 (6-7) (2001)
Arnaud Delorme, Laurent Perrinet, Simon J. Thorpe
Networks of integrate-and-fire neurons using Rank Order Coding B: Spike timing dependent plasticity and emergence of orientation selectivity. Neurocomputing (2001)
Laurent Perrinet, Arnaud Delorme, Manuel Samuelides, Simon J. Thorpe
Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity. Neurocomputing (2001)
Simon J. Thorpe, Arnaud Delorme, Rufin van Rullen, W. Paquier
Reverse engineering of the visual system using networks of spiking neurons. ISCAS (2000)
Arnaud Delorme, Jacques Gautrais, Rufin van Rullen, Simon J. Thorpe
SpikeNET: A simulator for modeling large networks of integrate and fire neurons. Neurocomputing (1999)
Rufin van Rullen, Simon J. Thorpe
Spatial attention in asynchronous neural networks. Neurocomputing (1999)
Corinne Roumes, Justin Plantier, Jean-Pierre Menu, Simon J. Thorpe
The Effects of Spatial Frequency on Binocular Fusion: From Elementary to Complex Images. Hum. Factors 39 (3) (1997)
Manuel Samuelides, Simon J. Thorpe, Emmanuel Veneau
Implementing Hebbian Learning in a Rank-Based Neural Network. ICANN (1997)
Simon J. Thorpe
How can the human visual system process a natural scene in under 150ms? Experiments and neural network models. ESANN (1997)
Simon J. Thorpe, Jacques Gautrais
Rapid Visual Processing using Spike Asynchrony. NIPS (1996)
Simon J. Thorpe
Image Processing by the Human Visual System. Advances in Computer Graphics (1990)