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Author:

Yang, Kezhou

Title:

Exploring Emerging Device Physics for Efficient Spin-Based Neuromorphic Computing

Graduate Program:

Materials Science and Engineering

Keywords:

Neuromorphic computing
Spintronic devices
Spiking neural networks
Bayesian neural networks
Magnetic tunnel junction (MTJ)
Stochasticity
Crossbar array
Sneak path current
Voltage-controlled magnetic anisotropy (VCMA)
Hall bar

File:

Download Kezhou_Yang_Dissertation_Final_Ver.pdf

Committee Members:

John Mauro, Program Head/Chair
Swaroop Ghosh, Major Field Member
Joseph Najem, Outside Unit & Field Member
Abhronil Sengupta, Chair & Dissertation Advisor
Saptarshi Das, Major Field Member