3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.PL2019★ 3 cited
Type-Driven Automated Learning with Lale
Martin Hirzel, Kiran Kate, Avraham Shinnar +2
Machine-learning automation tools, ranging from humble grid-search to hyperopt, auto-sklearn, and TPOT, help explore large search spaces of possible pipelines. Unfortunately, each…
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…