2 papers
q-bio.NC2007
Effects of Hebbian learning on the dynamics and structure of random networks with inhibitory and excitatory neurons
Benoit Siri, Mathias Quoy, Bruno Delord +2
The aim of the present paper is to study the effects of Hebbian learning in random recurrent neural networks with biological connectivity, i.e. sparse connections and separate popu…
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…