Matching Pursuit

An adaptive homeostatic algorithm for the unsupervised learning of visual features
Laurent U Perrinet
PDF Cite DOI Code URL
Role of homeostasis in learning sparse representations
Laurent U Perrinet
PDF Cite DOI Hal Code URL arXiv
Adaptive Sparse Spike Coding : applications of Neuroscience to the compression of natural images
Laurent U Perrinet
Cite arXiv
Dynamical Neural Networks: modeling low-level vision at short latencies
Laurent U Perrinet
PDF Cite DOI
Input-output transformation in the visuo-oculomotor loop: modeling the ocular following response to center-surround stimulation in a probabilistic framework
Laurent U Perrinet, Frédéric v Barthélemy, Guillaume S Masson
Cite
Efficient representation of natural images using local cooperation
Sylvain Fischer, Rafael Redondo, Laurent U Perrinet, Gabriel Cristóbal
Cite
Coding static natural images using spiking event times: do neurons cooperate?
Laurent U Perrinet, Manuel Samuelides, Simon Thorpe
PDF Cite DOI URL arXiv
Feature detection using spikes : the greedy approach
Laurent U Perrinet
Cite DOI URL arXiv
Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit
Laurent U Perrinet, Manuel Samuelides, Simon Thorpe
Cite DOI URL HAL