Unsupervised Learning

An adaptive homeostatic algorithm for the unsupervised learning of visual features
Laurent U Perrinet
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Role of homeostasis in learning sparse representations
Laurent U Perrinet
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Neural Codes for Adaptive Sparse Representations of Natural Images
Laurent U Perrinet
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An efficiency razor for model selection and adaptation in the primary visual cortex
Laurent U Perrinet
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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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A generative model for Spike Time Dependent Hebbian Plasticity
Laurent U Perrinet, Manuel Samuelides
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Apprentissage hebbien d'un reseau de neurones asynchrone a codage par rang
Laurent U Perrinet
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