467 citations · 4.2k across the 83 of their papers we have counts for
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q-bio.NC2010★ 39 cited
Theory of spike timing based neural classifiers
Ran Rubin, Remi Monasson, Haim Sompolinsky
We study the computational capacity of a model neuron, the Tempotron, which classifies sequences of spikes by linear-threshold operations. We use statistical mechanics and extreme…
physics.bio-ph2010★ 35 cited
On the trajectories and performance of Infotaxis, an information-based greedy search algorithm
Carlo Barbieri, Simona Cocco, Rémi Monasson
We present a continuous-space version of Infotaxis, a search algorithm where a searcher greedily moves to maximize the gain in information about the position of the target to be fo…