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Neuromorphic Engineering Elishai Ezra Tsur

Neuromorphic Engineering By Elishai Ezra Tsur

Neuromorphic Engineering by Elishai Ezra Tsur


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Summary

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.

Neuromorphic Engineering Summary

Neuromorphic Engineering: The Scientist's, Algorithms Designer's and Computer Architect's Perspectives on Brain-Inspired Computing by Elishai Ezra Tsur

  • The book presents the field of neuromorphic engineering from the perspectives of the scientist, the algorithm designer, and the computer architect.
  • It covers the fundamentals of neuronal modeling, neuromorphic circuits, neuronal architectures, the neural engineering framework, and neuromorphic machine learning.
  • It zooms in and out of the different disciplines, allowing readers with diverse backgrounds to understand and appreciate the field.
  • The book walks the thin line of being descriptive enough to give the reader a clear understanding while not being too technical and tedious. It was designed for graduate students in the fields of computer science, electrical engineering, neuroscience, and computational biology.

About Elishai Ezra Tsur

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).

Table of Contents

Part 1. Introduction and overview. 1. The Scientist Perspective. 2. Introducing the perspective of the computer architect. 3. Introducing the perspective of the algorithm designer. Part 2. The Scientist's Perspective. 4. Biological description of neuronal dynamic. 5. Models of point neuronal dynamic. 6. Models of morphologically detailed neurons. 7. Models of network dynamic and learning. Part 3. The Computer Architect's Perspective. 8. Neuromorphic hardware. 9. Communication and hybrid circuit design. 10. In-memory computing with memristors. Part 4. The Algorithms Designer's Perspective. 11. Introduction to neuromorphic programming. 12. The Neural Engineering Framework (NEF). 13. Learning spiking neural networks.

Additional information

NPB9780367698386
9780367698386
0367698382
Neuromorphic Engineering: The Scientist's, Algorithms Designer's and Computer Architect's Perspectives on Brain-Inspired Computing by Elishai Ezra Tsur
New
Paperback
Taylor & Francis Ltd
2023-09-25
330
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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