39 citations · 39 across the 2 of their papers we have counts for
Showing q-bio.NCShow all
2 papers · 1 filter
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…
q-bio.NC2009
Stimulus-dependent correlations in threshold-crossing spiking neurons
Yoram Burak, Sam Lewallen, Haim Sompolinsky
We consider a threshold-crossing spiking process as a simple model for the activity within a population of neurons. Assuming that these neurons are driven by a common fluctuating i…