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Record Nr. |
UNINA9910734097803321 |
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Autore |
Trefzer Martin A |
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Titolo |
Evolvable Hardware : From Practice to Application / / by Martin A. Trefzer, Andy M. Tyrrell |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
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ISBN |
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Edizione |
[1st ed. 2015.] |
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Descrizione fisica |
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1 online resource (XXVII, 411 p. 187 illus., 78 illus. in color.) |
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Collana |
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Natural Computing Series, , 2627-6461 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Computational intelligence |
Algorithms |
Computers |
Artificial Intelligence |
Computational Intelligence |
Computer Hardware |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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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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