2 papers
cs.LG2020
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix
Varun Bhatt, Shalini Shrivastava, Tanmay Chavan +1
The in-memory computing paradigm with emerging memory devices has been recently shown to be a promising way to accelerate deep learning. Resistive processing unit (RPU) has been pr…
cs.ET2019
Ultra-low Energy charge trap flash based synapse enabled by parasitic leakage mitigation
Shalini Shrivastava, Tanmay Chavan, Udayan Ganguly
Brain-inspired computation promises complex cognitive tasks at biological energy efficiencies. The brain contains synapses per neuron. Hence, ultra-low energy, high-density…