39 citations · 41 across the 4 of their papers we have counts for
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q-bio.NC2022
Temporal support vectors for spiking neuronal networks
Ran Rubin, Haim Sompolinsky
When neural circuits learn to perform a task, it is often the case that there are many sets of synaptic connections that are consistent with the task. However, only a small number…
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…