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Novel visual computations

Novel visual computations

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Apprentissage hebbien d'un reseau de neurones asynchrone a codage par rang

Laurent U Perrinet

1999-01-01

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Type

rank-order-coding unsupervised learning

Laurent U Perrinet

Researcher in Computational Neuroscience

My research interests include Machine Learning and computational neuroscience applied to Vision.

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An adaptive homeostatic algorithm for the unsupervised learning of visual features
Role of homeostasis in learning sparse representations
Neural Codes for Adaptive Sparse Representations of Natural Images
An efficiency razor for model selection and adaptation in the primary visual cortex
Finding Independent Components using spikes : a natural result of Hebbian learning in a sparse spike coding scheme

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