Evolvable Hardware

From Practice to Application

Martin A. Trefzer, Andy M. Tyrrell (Autoren)

Buch | Softcover

XXVII, 411 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer Berlin (Verlag)
978-3-662-51697-3 (ISBN)

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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.

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.

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.

Erscheinungsdatum	04.11.2016
Reihe/Serie	Natural Computing Series
Zusatzinfo	XXVII, 411 p. 187 illus., 78 illus. in color.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Informatik ► Weitere Themen ► Hardware
Schlagworte	Adaptive Hardware • Algorithm analysis and problem complexity • algorithms and data structures • Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • Computer Hardware • Computer Science • developmental systems • Evolutionary Computing • Evolvable Hardware • FPGAs • Robotics
ISBN-10	3-662-51697-7 / 3662516977
ISBN-13	978-3-662-51697-3 / 9783662516973
Zustand	Neuware