9 citations · 29 across the 7 of their papers we have counts for
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cs.NE2016
An Online Structural Plasticity Rule for Generating Better Reservoirs
Subhrajit Roy, Arindam Basu
In this article, a novel neuro-inspired low-resolution online unsupervised learning rule is proposed to train the reservoir or liquid of Liquid State Machine. The liquid is a spars…
cs.NE2015
Learning Spike time codes through Morphological Learning with Binary Synapses
Subhrajit Roy, Phyo Phyo San, Shaista Hussain +2
In this paper, a neuron with nonlinear dendrites (NNLD) and binary synapses that is able to learn temporal features of spike input patterns is considered. Since binary synapses are…