Sparse Coding and Information in Hebbian Neural Networks

C. J. Perez-Vicente · Europhysics Letters (EPL) · 1989

The analysis of the information provided by a neural network with a generalized Hebbian rule shows that after an optimization process, in the limit of very low levels of activity this learning rule is very efficient.

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