200 citations · 268 across the 5 of their papers we have counts for
3 papers · 1 filter
Proposal For Neuromorphic Hardware Using Spin Devices
Mrigank Sharad, Charles Augustine, Georgios Panagopoulos +1
We present a design-scheme for ultra-low power neuromorphic hardware using emerging spin-devices. We propose device models for 'neuron', based on lateral spin valves and domain wal…
Ultra Low Energy Analog Image Processing Using Spin Neurons
Mrigank Sharad, Charles Augustine, Georgios Panagopoulos +1
In this work we present an ultra low energy, 'on-sensor' image processing architecture, based on cellular array of spin based neurons. The 'neuron' constitutes of a lateral spin va…
Spin-Based Neuron Model with Domain Wall Magnets as Synapse
Mrigank Sharad, Charles Augustine, Georgios Panagopoulos +1
We present artificial neural network design using spin devices that achieves ultra low voltage operation, low power consumption, high speed, and high integration density. We employ…