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Neuromorphic Engineering: The Scientist's, Algorithms Designer's and Computer Architect's Perspectives on Brain-Inspired Computing - Softcover

Tsur, Elishai Ezra

 
9780367698386: Neuromorphic Engineering: The Scientist's, Algorithms Designer's and Computer Architect's Perspectives on Brain-Inspired Computing
Softcover
ISBN 10: 0367698382 ISBN 13: 9780367698386
Verlag: CRC Press, 2023

Inhaltsangabe

The brain is not a glorified digital computer. It does not store information in registers, and it does not mathematically transform mental representations to establish perception or behavior. The brain cannot be downloaded to a computer to provide immortality, nor can it destroy the world by having its emerged consciousness traveling in cyberspace. However, studying the brain's core computation architecture can inspire scientists, computer architects, and algorithm designers to think fundamentally differently about their craft.

Neuromorphic engineers have the ultimate goal of realizing machines with some aspects of cognitive intelligence. They aspire to design computing architectures that could surpass existing digital von Neumann-based computing architectures' performance. In that sense, brain research bears the promise of a new computing paradigm. As part of a complete cognitive hardware and software ecosystem, neuromorphic engineering opens new frontiers for neuro-robotics, artificial intelligence, and supercomputing applications.

The book presents neuromorphic engineering from three perspectives: the scientist, the computer architect, and the algorithm designer. It zooms in and out of the different disciplines, allowing readers with diverse backgrounds to understand and appreciate the field. Overall, the book covers the basics of neuronal modeling, neuromorphic circuits, neural architectures, event-based communication, and the neural engineering framework.

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Über die Autorin bzw. den Autor

Dr. Elishai Ezra Tsur is the principal investigator at the Neuro & Biomorphic Engineering Lab (NBEL-lab.com) and an Assistant Professor at the Open University of Israel. Elishai Holds degrees in Life sciences (B.Sc), Philosophy and History (B.A), Computer Science (M.Sc), Bioengineering (M.Sc, Ph.D.), and Computational Neuroscience (Post Doc).

Von der hinteren Coverseite

This book will cover the fundamentals of neuromorphic engineering, focusing on the digital neuron model for neuro-synaptic cores, cognitive programming paradigms and algorithms, neuromorphic circuits and applications for networks of neuro-synaptic cores.

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Verlag
CRC Press
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
0367698382
ISBN 13 
9780367698386
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
330
Kontakt zum Hersteller
CRC Press
https://www.routledge-ny.com

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