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 (34 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

Bio-Inspired Artificial Intelligence
Language: en
Pages: 674
Authors: Dario Floreano
Categories: Computers
Type: BOOK - Published: 2023-04-04 - Publisher: MIT Press

DOWNLOAD EBOOK

A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures.
Biologically Inspired Design
Language: en
Pages: 333
Authors: Ashok K Goel
Categories: Technology & Engineering
Type: BOOK - Published: 2013-07-16 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

From simple cases such as hook and latch attachments found in Velcro to articulated-wing flying vehicles, biology often has been used to inspire many creative d
Bio-Inspired Systems: Computational and Ambient Intelligence
Language: en
Pages: 1403
Authors: Joan Cabestany
Categories: Computers
Type: BOOK - Published: 2009-06-08 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book constitutes the refereed proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, held in Salamanca, Spain in
Bioinspired Structures and Design
Language: en
Pages: 374
Authors: Wole Soboyejo
Categories: Technology & Engineering
Type: BOOK - Published: 2020-09-17 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Master simple to advanced biomaterials and structures with this essential text. Featuring topics ranging from bionanoengineered materials to bio-inspired struct
The Bio-inspired X-Structure/Mechanism Approach for Exploring Nonlinear Benefits in Engineering
Language: en
Pages: 407
Authors: Xingjian Jing
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

DOWNLOAD EBOOK