Search Results for author: Abhinav Parihar

Found 2 papers, 1 papers with code

Direct Feedback Alignment with Sparse Connections for Local Learning

1 code implementation30 Jan 2019 Brian Crafton, Abhinav Parihar, Evan Gebhardt, Arijit Raychowdhury

Using a sparse feedback matrix, we show that a neuron needs only a fraction of the information previously used by the feedback alignment algorithms.

Stochastic IMT (insulator-metal-transition) neurons: An interplay of thermal and threshold noise at bifurcation

no code implementations16 Aug 2017 Abhinav Parihar, Matthew Jerry, Suman Datta, Arijit Raychowdhury

This motivates the current article where we demonstrate a stochastic neuron using an insulator-metal-transition (IMT) device, based on electrically induced phase-transition, in series with a tunable resistance.

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