activity
20102020
most citedDesign of optical neural networks with component imprecisions

178 citations · 346 across the 7 of their papers we have counts for

collaborators

12 papers

cond-mat.mes-hall2020

Spin-orbit magnetic state readout in scaled ferromagnetic/heavy metal nanostructures

Van Tuong Pham, Inge Groen, Sasikanth Manipatruni +9

Efficient detection of the magnetic state at nanoscale dimensions is an important step to utilize spin logic devices for computing. Magnetoresistance effects have been hitherto use…

cs.NE2019178 cited

Design of optical neural networks with component imprecisions

Michael Y. -S. Fang, Sasikanth Manipatruni, Casimir Wierzynski +2

For the benefit of designing scalable, fault resistant optical neural networks (ONNs), we investigate the effects architectural designs have on the ONNs' robustness to imprecise co…

cond-mat.mes-hall2019

Simulation of the Magnetization Dynamics of a Single Domain BiFeO Thin Film

Yu-Ching Liao, Dmitri E. Nikonov, Sourav Dutta +4

The switching dynamics of a single-domain BiFeO thin films is investigated through combining the dynamics of polarization and Neel vector. The evolution of the ferroelectric po…

physics.app-ph2018

Hybrid Piezoelectric-Magnetic Neurons: A Proposal for Energy-Efficient Machine Learning

William Scott, Jonathan Jeffrey, Blake Heard +5

This paper proposes a spintronic neuron structure composed of a heterostructure of magnets and a piezoelectric with a magnetic tunnel junction (MTJ). The operation of the device is…

cond-mat.mes-hall20181 cited

Skyrmion nucleation via localized spin current injection in confined nanowire geometry in low chirality magnetic materials

Sourav Dutta, Dmitri E. Nikonov, George Bourianoff +3

Magnetic skyrmions have been the focus of intense research with promising applications in memory, logic and interconnect technology. Several schemes have been recently proposed and…

cond-mat.mes-hall2018

Voltage Control of Uni-directional Anisotropy in Ferromagnet-Multiferroic System

Sasikanth Manipatruni, Dmitri E. Nikonov, Chia-Ching Lin +6

Demonstration of ultra-low energy switching mechanisms is an imperative for continued improvements in computing devices. Ferroelectric (FE) and multiferroic (MF) orders and their m…