28 citations · 54 across the 5 of their papers we have counts for
4 papers · 1 filter
Long Short-Term Memory Implementation Exploiting Passive RRAM Crossbar Array
Honey Nikam, Siddharth Satyam, Shubham Sahay
The ever-increasing demand to extract temporal correlations across sequential data and perform context-based learning in this era of big data has led to the development of long sho…
Energy-Efficient Implementation of Generative Adversarial Networks on Passive RRAM Crossbar Arrays
Siddharth Satyam, Honey Nikam, Shubham Sahay
Generative algorithms such as GANs are at the cusp of next revolution in the field of unsupervised learning and large-scale artificial data generation. However, the adversarial (co…
3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories
Mohammad Bavandpour, Shubham Sahay, Mohammad Reza Mahmoodi +1
The first contribution of this paper is the development of extremely dense, energy-efficient mixed-signal vector-by-matrix-multiplication (VMM) circuits based on the existing 3D-NA…
A Behavioral Compact Model of 3D NAND Flash Memory
Shubham Sahay, Dmitri Strukov
We present a behavioral compact model of 3D NAND flash memory for integrated circuits and system-level applications. This model is easy to implement, computationally efficient, fas…