158 citations · 1.4k across the 32 of their papers we have counts for
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q-bio.NC2015★ 26 cited
A three-threshold learning rule approaches the maximal capacity of recurrent neural networks
Alireza Alemi, Carlo Baldassi, Nicolas Brunel +1
Understanding the theoretical foundations of how memories are encoded and retrieved in neural populations is a central challenge in neuroscience. A popular theoretical scenario for…
q-bio.NC2007★ 117 cited
Efficient supervised learning in networks with binary synapses
Carlo Baldassi, Alfredo Braunstein, Nicolas Brunel +1
Recent experimental studies indicate that synaptic changes induced by neuronal activity are discrete jumps between a small number of stable states. Learning in systems with discret…