Neuromorphic Circuits (eBook, ePUB)

A constructive approach
Redaktion: Parker, Alice C.; Cattell, Rick

• Format: ePub

Produktbeschreibung

Neuromorphic electronic circuits provide an underlying approach for constructing models and networks of neurons. These models are useful for demonstrating neural behavior, including brain disorders. Neuromorphic circuits can also be used when demonstrating memory and learning, including robots, diagnostic systems, and autonomous vehicles. These models use nanotechnologies as well as CMOS transistors, along with analog circuits, to achieve the end goals of minimum power and massive scale, much like the human brain.

This reference text is the result of an evolving course at the University of Southern California on CMOS/Nano Neuromorphic Circuits, taught at graduate level. The purpose of the text is to introduce neuromorphic circuits to senior and graduate students in electrical and biomedical engineering.

The book covers early neuromorphic circuits and focuses on circuits in the BioRC project, with examples taken from other concurrent projects. The text begins with an introduction to human neuroscience. It summarizes a short history of neuromorphic circuits and presents an extended discussion of the challenges of building an artificial brain with analog neuromorphic circuits. An approach to neuromorphic circuits taken from Parker's BioRC project follows. A review of relevant mathematical models of neural behavior is covered, as well as basic neural circuits modeling neurons and synapses. The text contains more advanced neuromorphic circuits and a collection of BioRC approaches to nanotechnologies.

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Produktdetails

• Verlag: Institute of Physics Publishing
• Seitenzahl: 300
• Erscheinungstermin: 9. November 2023
• Englisch
• ISBN-13: 9780750350976
• Artikelnr.: 69439864