Department of Electrical and Computer Engineering,
University of Maryland, College Park
Current Project
I am currently working on the design and realization of an efficient and feasible (routable) Ising model architecture using Magnetic Tunnel Junctions, which would be used to solve combinatorial optimization problems.
Current Project
Current Project
Current Project
Research Topics
Ising Model, Neural Networks Architectures, Magnetic Tunnel Junctions, Stochastic Computing, Approximate Computing
Publications
(Here is my Google Scholar profile)
In-situ Stochastic Training of MTJ Crossbar based Neural Networks
Ankit Mondal and Ankur Srivastava
IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2018
Power Optimizations in MTJ-based Neural Networks through Stochastic Computing
Ankit Mondal and Ankur Srivastava
IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2017
​Correlation Power Analysis Attack against STT-MRAM Based Cyptosystems
Abhishek Chakraborty, Ankit Mondal, Ankur Srivastava
IEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2017
Data Driven Optimizations for MTJ based Stochastic Computing
Ankit Mondal and Ankur Srivastava
Workshop on Approximate Computing (AC'16), 2016
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