Frontiers in memristive materials for neuromorphic processing applications

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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. Table of Contents Front Matter 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

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Oorspronkelijke releasedatum: 07 oktober 2021

Aantal pagina's: 102

Hoofdauteur: National Academies of Sciences, Engineering, and Medicine

Tweede Auteur: Division On Engineering And Physical Sciences

Hoofduitgeverij: National Academies Press

Verpakking breedte: 178 mm

Verpakking hoogte: 254 mm

Verpakking lengte: 254 mm

EAN: 9780309683197

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