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cs.NE2018
In-situ Stochastic Training of MTJ Crossbar based Neural Networks
Ankit Mondal, Ankur Srivastava
Owing to high device density, scalability and non-volatility, Magnetic Tunnel Junction-based crossbars have garnered significant interest for implementing the weights of an artific…
cs.NE2017
Power Optimizations in MTJ-based Neural Networks through Stochastic Computing
Ankit Mondal, Ankur Srivastava
Artificial Neural Networks (ANNs) have found widespread applications in tasks such as pattern recognition and image classification. However, hardware implementations of ANNs using…