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Evolvable Hardware: From Practice to Application de Martin A. Trefzer

Evolvable Hardware: From Practice to Application: Natural Computing Series

Autor Martin A. Trefzer, Andy M. Tyrrell
en Limba Engleză Hardback – 24 sep 2015
This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most of the examples are from electronic engineering applications, including transistor-level design and system-level implementation. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.
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Specificații

ISBN-13: 9783662446157
ISBN-10: 3662446154
Pagini: 420
Ilustrații: XXVII, 411 p. 187 illus., 78 illus. in color.
Dimensiuni: 155 x 235 x 28 mm
Greutate: 0.79 kg
Ediția:1st ed. 2015
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Natural Computing Series

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Graduate

Cuprins

Evolution, Development & Evolvable Hardware.- Devices and Architectures for Evolutionary Hardware.- Representations and Algorithms.- Measurement and Fitness Function.- Overcoming Variability Through Transistor Reconfiguration: Evolvable Hardware on the PAnDA Architecture.- Functional Equivalence Checking for Evolution of Complex Digital Circuits.- Fault Tolerant Applications.- Principles and Applications of Polymorphic Circuits.- A Developmental Image Compression Technique Using Gene Regulatory Networks.- Medical Applications of Evolvable Hardware.- Metamorphic Systems: A Schema for Adaptive Autonomous Systems.- Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware.- Evolvable Robot Hardware.- Developmental Evolvable Hardware.- App. A, Evolvable Hardware Practice.

Notă biografică

Dr. Martin A. Trefzer received his PhD from the University of Heidelberg where he worked on the evolution of transistor circuits. He is an Anniversary Research Lecturer at the Dept. of Electronics at the University of York working on using bio-inspired techniques to create scalable, fault-tolerant, adaptive and autonomous digital systems. His research interests include variability-aware analogue and digital hardware design, biologically motivated models of hardware design, and evolutionary computation.
Prof. Andy M. Tyrrell has a PhD in Electrical and Electronic Engineering, and has been with the Dept. of Electronics at the University of York since 1990 where he is the Head of the Intelligent Systems Research Group. His main research interests are in the design of biologically inspired architectures, artificial immune systems, evolvable hardware, FPGA system design, fault-tolerant design, and real-time systems.

Textul de pe ultima copertă

This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most of the examples are from electronic engineering applications, including transistor-level design and system-level implementation. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.

Caracteristici

Authors among the leading researchers and practitioners in this field First part of the book is a comprehensive introduction to evolvable hardware Second part of the book presents state-of-the-art application of evolvable Hardware Includes supplementary material: sn.pub/extras