Dissertation/Thesis Abstract

Demonstrating the role of multiple memory mechanisms in learning patterns using neuromorphic circuits
by Barzegarjalali, Saeid, Ph.D., University of Southern California, 2016, 141; 10242347
Abstract (Summary)

Memory and learning in the brain are realized by a collection of mechanisms that interact, resulting in learning and subsequent recognition of input patterns. While these mechanisms are complex and span different areas of the brain, we hypothesize that we can construct electronic circuits that mimic these mechanisms, demonstrating some aspects of pattern recognition that mimic the brains ability to learn and recognize patterns.

Indexing (document details)
Advisor: Parker, Alice Cline
Commitee: McCain, Megan, Wang, Han
School: University of Southern California
Department: Electrical Engineering
School Location: United States -- California
Source: DAI-B 78/08(E), Dissertation Abstracts International
Source Type: DISSERTATION
Subjects: Electrical engineering
Keywords: Bio-inspired learning, Memory, Neuromorphic circuit, Plasticity
Publication Number: 10242347
ISBN: 9781369474411
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