Magnetic Manaelctronics for Brain-Inspired Computing (MN-BRIC): From Circuit Models to Full System Architecture Simulations
Abstract
This fundamental research will use detailed modeling and simulation to evaluate the viability of antiferromagnetic (AFM) materials and devices for fabrication of electronic neurons and synapses in a braininspired architecture. AFM materials have a unique ability to mimic neurosynaptic dynamics of biological neurons in hardware, potentially opening a new artificial intelligence (AI) paradigm endowed with realtime learning, adaptation, and prediction. Such brain-inspired AI hardware can be used in remote, edge computing environments with size, weight, and power (SWaP) constraints.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Jan 27, 2022
- Source ID
- FA87502111010
Entities
People
- Christopher D. Carothers
Organizations
- Rensselaer Polytechnic Institute
- Rome Laboratory
- United States Air Force