Sparse-Coding

Efficient representation of natural images using local cooperation
Sylvain Fischer, Rafael Redondo, Laurent U Perrinet, Gabriel Cristóbal
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Coding static natural images using spiking event times: do neurons cooperate?
Laurent U Perrinet, Manuel Samuelides, Simon Thorpe
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Simon Thorpe
Feature detection using spikes : the greedy approach
Laurent U Perrinet
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Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit
Laurent U Perrinet, Manuel Samuelides, Simon Thorpe
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Finding Independent Components using spikes : a natural result of Hebbian learning in a sparse spike coding scheme
Laurent U Perrinet
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Comment déchiffrer le code impulsionnel de la vision ? Étude du flux parallèle, asynchrone et épars dans le traitement visuel ultra-rapide
Laurent U Perrinet
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Emergence of filters from natural scenes in a sparse spike coding scheme
Laurent U Perrinet, Manuel Samuelides, Simon Thorpe
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Coherence detection in a spiking neuron via Hebbian learning
Laurent U Perrinet, Manuel Samuelides
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Sparse Image Coding Using an Asynchronous Spiking Neural Network
Laurent U Perrinet, Manuel Samuelides
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Visual Strategies for Sparse Spike Coding
Laurent U Perrinet, Manuel Samuelides
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A generative model for Spike Time Dependent Hebbian Plasticity
Laurent U Perrinet, Manuel Samuelides
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