Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit

  • Laurent Perrineta, Manuel Samuelidesa, Simon Thorpeb
  • Published 2004

Abstract

In order to account for the rapidity of visual processing, we explore visual coding strategies using a one-pass feed-forward spiking neural network. We based our model on the work of Van Rullen and Thorpe Neural Comput. 13 (6) (2001) 1255, which constructs a retinal representation using an orthogonal wavelet transform. This strategy provides a spike code… (More)

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Cite this paper

@inproceedings{Perrineta2004SparseSC, title={Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit}, author={Laurent Perrineta and Manuel Samuelidesa and Simon Thorpeb}, year={2004} }