Frontiers in Memristive Materials for Neuromorphic Processing Applications : Proceedings of a Workshop.

Format:

Book

Author/Creator:

National Academies of Sciences, Engineering, and Medicine.

Contributor:

Sciences, Division on Engineering and Physical.

Astronomy, Board on Physics and.

Committee, Condensed Matter and Materials Research.

Beaton, Paul Timothy.

Language:

English

Subjects (All):

Memristors--Congresses.

Memristors.

Neuromorphics--Congresses.

Neuromorphics.

Genre:

Conference papers and proceedings.

Physical Description:

1 online resource (103 pages)

Edition:

1st ed.

Other Title:

Frontiers in Memristive Materials for Neuromorphic Processing Applications

Place of Publication:

Washington, D.C. : National Academies Press, 2021.

Summary:

"Current von Neumann style computing is energy inefficient and bandwidth limited as information is physically shuttled via electrons between processor, short term non-volatile memory, and long-term storage. Biologically inspired neuromorphic computing, with its inherent autonomous learning capabilities and much lower power requirements based on analog processing, is seen as an avenue for overcoming these limitations. The development of nanoelectronic "memory resistors", or memristors, is essential to neuromorphic architectures as they allow logic-based elements for information processing to be combined directly with nonvolatile memory for efficient emulation of neurons and synapses found in the brain. Memristors are typically composed of a switchable material with nonlinear hysteretic behavior sandwiched between two conducting encoding elements. The design, dynamic control, scaling and fundamental understanding of these materials is essential for establishing memristive devices. To explore the state-of-the-art in the materials fundamentally underlying memristor technologies: their science, their mechanisms and their functional imperatives to realize neuromorphic computing machines, the National Academies of Sciences, Engineering, and Medicine's Board on Physics and Astronomy convened a workshop on February 28, 2020. This publication summarizes the presentation and discussion of the workshop." -- Provided by publisher

Contents:

Intro

FrontMatter

Acknowledgment of Reviewers

Contents

1 Introduction

2 Workshop Plenaries

3 Panel Discussion

Appendixes

Appendix A: Statement of Task

Appendix B: Workshop Agenda

Appendix C: Registered Workshop Participants

Appendix D: Speaker and Planning Committee Biographical Information

Appendix E: Acronyms.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9780309683227

030968322X

9780309683203

0309683203

OCLC:

1272993620