Bio-Inspired Artificial Intelligence

Bio-Inspired Artificial Intelligence
Author :
Publisher : MIT Press
Total Pages : 674
Release :
ISBN-10 : 9780262547734
ISBN-13 : 0262547732
Rating : 4/5 (732 Downloads)

Book Synopsis Bio-Inspired Artificial Intelligence by : Dario Floreano

Download or read book Bio-Inspired Artificial Intelligence written by Dario Floreano and published by MIT Press. This book was released on 2023-04-04 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures. New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence—to mention only a few. 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 researchers. 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, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.


Bio-Inspired Artificial Intelligence Related Books

Bioinspired Applications in Artificial and Natural Computation
Language: en
Pages: 551
Authors: Jose Mira
Categories: Computers
Type: BOOK - Published: 2009-06-12 - Publisher: Springer Science & Business Media

GET EBOOK

The two-volume set LNCS 5601 and LNCS 5602 constitutes the refereed proceedings of the Third International Work-Conference on the Interplay between Natural and
Bio-Inspired Artificial Intelligence
Language: en
Pages: 674
Authors: Dario Floreano
Categories: Computers
Type: BOOK - Published: 2023-04-04 - Publisher: MIT Press

GET EBOOK

A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures.
Bio-Inspired Computing and Applications
Language: en
Pages: 735
Authors: De-Shuang Huang
Categories: Computers
Type: BOOK - Published: 2012-01-03 - Publisher: Springer Science & Business Media

GET EBOOK

The three-volume set LNCS 6838, LNAI 6839, and LNBI 6840 constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on
Innovations in Bio-Inspired Computing and Applications
Language: en
Pages: 573
Authors: Ajith Abraham
Categories: Technology & Engineering
Type: BOOK - Published: 2021-04-09 - Publisher: Springer Nature

GET EBOOK

This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It present
Machine Nature: The Coming Age Of Bio-Inspired Computing
Language: en
Pages:
Authors: Sipper
Categories:
Type: BOOK - Published: - Publisher:

GET EBOOK