Search Results for author: Nitin Prasad

Found 2 papers, 0 papers with code

Implementation of a Binary Neural Network on a Passive Array of Magnetic Tunnel Junctions

no code implementations16 Dec 2021 Jonathan M. Goodwill, Nitin Prasad, Brian D. Hoskins, Matthew W. Daniels, Advait Madhavan, Lei Wan, Tiffany S. Santos, Michael Tran, Jordan A. Katine, Patrick M. Braganca, Mark D. Stiles, Jabez J. McClelland

The increasing scale of neural networks and their growing application space have produced demand for more energy- and memory-efficient artificial-intelligence-specific hardware.

Associative Memories Using Complex-Valued Hopfield Networks Based on Spin-Torque Oscillator Arrays

no code implementations6 Dec 2021 Nitin Prasad, Prashansa Mukim, Advait Madhavan, Mark D. Stiles

Simulations of complex-valued Hopfield networks based on spin-torque oscillators can recover phase-encoded images.

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