Event-Based Neuromorphic Systems
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Beschreibung
Neuromorphic electronic engineering takes its inspiration fromthe functioning of nervous systems to build more power efficientelectronic sensors and processors. Event-based neuromorphic systemsare inspired by the brain's efficient data-driven communicationdesign, which is key to its quick responses and remarkablecapabilities. This cross-disciplinary text establishes howcircuit building blocks are combined in architectures to constructcomplete systems. These include vision and auditory sensors as wellas neuronal processing and learning circuits that implement modelsof nervous systems.
Techniques for building multi-chip scalable systems areconsidered throughout the book, including methods for dealing withtransistor mismatch, extensive discussions of communication andinterfacing, and making systems that operate in the real world. Thebook also provides historical context that helps relate thearchitectures and circuits to each other and that guides readers tothe extensive literature. Chapters are written by founding expertsand have been extensively edited for overall coherence.
This pioneering text is an indispensable resource for practicingneuromorphic electronic engineers, advanced electrical engineeringand computer science students and researchers interested inneuromorphic systems.
Key features:
* Summarises the latest design approaches, applications, andfuture challenges in the field of neuromorphic engineering.
* Presents examples of practical applications of neuromorphicdesign principles.
Covers address-event communication, retinas, cochleas,locomotion, learning theory, neurons, synapses, floating gatecircuits, hardware and software infrastructure, algorithms, andfuture challenges.
Autor*in
Shih-Chii Liu
Themen in »Event-Based Neuromorphic Systems«
Circuit Theory & Design / VLSI / ULSI Electrical & Electronics Engineering Elektrotechnik u. Elektronik Intelligent Systems & Agents Intelligente Systeme u. Agenten Robotics Robotik Schaltkreise - Theorie u. Entwurf / VLSI / ULSI Schaltkreistechnik