Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes Using Transfer Learning

by Aqeel Anwar, Arijit Raychowdhury
Published 2020-01-01

Direct Feedback Alignment With Sparse Connections for Local Learning

by Brian Crafton, Abhinav Parihar, Evan Gebhardt, Arijit Raychowdhury
Published 2019-05-01

Stochastic IMT (Insulator-Metal-Transition) Neurons: An Interplay of Thermal and Threshold Noise at Bifurcation

by Abhinav Parihar, Matthew Jerry, Suman Datta, Arijit Raychowdhury
Published 2018-04-01

Vertex coloring of graphs via phase dynamics of coupled oscillatory networks

by Abhinav Parihar, Nikhil Shukla, Matthew Jerry, Suman Datta, Arijit Raychowdhury
Published 2017-04-01

SCNIFFER: Low-Cost, Automated, Efficient Electromagnetic Side-Channel Sniffing

by Josef Danial, Debayan Das, Santosh Ghosh, Arijit Raychowdhury, Shreyas Sen
Published 2020-01-01

A Swarm Optimization Solver Based on Ferroelectric Spiking Neural Networks

by Yan Fang, Zheng Wang, Jorge Gomez, Suman Datta, Asif I. Khan, Arijit Raychowdhury
Published 2019-08-01

Programmable coupled oscillators for synchronized locomotion

by Sourav Dutta, Abhinav Parihar, Abhishek Khanna, Jorge Gomez, Wriddhi Chakraborty, Matthew Jerry, Benjamin Grisafe, Arijit Raychowdhury, Suman Datta
Published 2019-07-01

A FerroFET-Based In-Memory Processor for Solving Distributed and Iterative Optimizations via Least-Squares Method

by Insik Yoon, Muya Chang, Kai Ni, Matthew Jerry, Samantak Gangopadhyay, Gus Henry Smith, Tomer Hamam, Justin Romberg, Vijaykrishnan Narayanan, Asif Khan, Suman Datta, Arijit Raychowdhury
Published 2019-01-01