most citedOptimising the topology of complex neural networks

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nlin.CD2007

A mathematical analysis of the effects of Hebbian learning rules on the dynamics and structure of discrete-time random recurrent neural networks

Benoit Siri, Hugues Berry, Bruno Cessac +2

We present a mathematical analysis of the effects of Hebbian learning in random recurrent neural networks, with a generic Hebbian learning rule including passive forgetting and dif…