Evolvable Hardware From Practice to Appl
β Trefzer, Martin A.;Tyrrell, Andy M
π Library
π
2015
π Springer
π English
β¦ LIBER β¦
π
Evolvable Hardware: From Practice to Application
β Scribed by Martin A. Trefzer, Andy M. Tyrrell (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2015
- Tongue
- English
- Leaves
- 432
- Series
- Natural Computing Series
- Edition
- 1
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
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.
β¦ Table of Contents
Front Matter....Pages i-xxvii
Front Matter....Pages 1-2
Evolution, Development and Evolvable Hardware....Pages 3-25
Devices and Architectures for Evolutionary Hardware....Pages 27-87
Representations and Algorithms....Pages 89-118
Measurement and Fitness Function....Pages 119-149
Front Matter....Pages 151-152
Overcoming Variability Through Transistor Reconfiguration: Evolvable Hardware on the PAnDA Architecture....Pages 153-173
Functional Equivalence Checking for Evolution of Complex Digital Circuits....Pages 175-189
Fault Tolerant Applications....Pages 191-207
Principles and Applications of Polymorphic Circuits....Pages 209-224
A Developmental Image Compression Technique Using Gene Regulatory Networks....Pages 225-252
Medical Applications of Evolvable Hardware....Pages 253-271
Metamorphic Systems: A Schema for Adaptive Autonomous Systems....Pages 273-296
Hierarchical Networks-on-Chip Architecture for Neuromorphic Hardware....Pages 297-330
Evolvable Robot Hardware....Pages 331-348
Developmental Evolvable Hardware....Pages 349-372
Back Matter....Pages 373-411
β¦ Subjects
Artificial Intelligence (incl. Robotics); Computational Intelligence; Algorithm Analysis and Problem Complexity; Computer Hardware
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