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BioInspired Artificial Intelligence: Theories, Methods and Technologies, Floreano & Mattiussi

by Mattiussi, Claudio and Floreano

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ISBN

:

9788120339354
Publisher

:

Phi Learning
Subject

:

Computer Science
Binding

:

Paperback
Pages

:

676
Year

:

2010

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~~595.0~~

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464.0

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This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researche Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems, immune systems; behavioral systems — including several approaches to robotics, such as behavior-based, biomimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive coevolving systems. Chapters end with a concluding overview and suggested reading.“Bio-Inspired Artificial Intelligence brings together all the things I’ve been interested in for the last twenty-five years, and surprises me by providing a coherent intellectual framework for them all. This book is a treasure trove of history from Darwin to Gibson and Walter, an unambiguous tutorial on how to build a plethora of computational models, and a healthy exploration of the philosophies that have driven wide-ranging research agendas Table of Contents ContentsPrefaceAcknowledgments1. Evolutionary Systems2. Cellular Systems3. Neural Systems4. Developmental Systems5. Immune Systems6. Behavioral Systems7. Collective SystemsConclusionReferencesIndex

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