Download Bio-Inspired Artificial Intelligence: Theories, Methods, and by Dario Floreano,Claudio Mattiussi PDF

By Dario Floreano,Claudio Mattiussi

New ways to synthetic intelligence spring from the concept that intelligence emerges as a lot from cells, our bodies, and societies because it does from evolution, improvement, and studying. generally, synthetic intelligence has been all in favour of reproducing the skills of human brains; more recent methods take suggestion from a much broader diversity of organic constructions that which are able to self sustaining self-organization. Examples of those new ways comprise evolutionary computation and evolutionary electronics, man made neural networks, immune structures, biorobotics, and swarm intelligence -- to say just a couple of. This publication deals a complete creation to the rising box of biologically encouraged man made intelligence that may be used as an upper-level textual content or as a reference for researchers. every one bankruptcy provides computational ways encouraged through a special organic procedure; each one starts with history information regarding the organic approach after which proceeds to strengthen computational versions that utilize organic techniques. The chapters hide evolutionary computation and electronics; mobile structures; neural platforms, together with neuromorphic engineering; developmental platforms; immune structures; behavioral platforms -- together with a number of techniques to robotics, together with behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective structures, together with swarm robotics in addition to cooperative and aggressive co-evolving structures. Chapters finish with a concluding review and steered reading.

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