Nikola K Kasabov

(Author)

Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence (Softcover Reprint of the Original 1st 2019)Paperback - Softcover Reprint of the Original 1st 2019, 19 January 2019

Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence (Softcover Reprint of the Original 1st 2019)
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Part of Series
Springer Bio- And Neurosystems
Part of Series
Springer Series on Bio- And Neurosystems
Print Length
738 pages
Language
English
Publisher
Springer
Date Published
19 Jan 2019
ISBN-10
366258607X
ISBN-13
9783662586075

Description

Spiking neural networks (SNN) are biologically inspired computational models that represent and process information internally as trains of spikes. This monograph book presents the classical theory and applications of SNN, including original author's contribution to the area. The book introduces for the first time not only deep learning and deep knowledge representation in the human brain and in brain-inspired SNN, but takes that further to develop new types of AI systems, called in the book brain-inspired AI (BI-AI). BI-AI systems are illustrated on: cognitive brain data, including EEG, fMRI and DTI; audio-visual data; brain-computer interfaces; personalized modelling in bio-neuroinformatics; multisensory streaming data modelling in finance, environment and ecology; data compression; neuromorphic hardware implementation. Future directions, such as the integration of multiple modalities, such as quantum-, molecular- and brain information processing, is presented in the last chapter. The book is a research book for postgraduate students, researchers and practitioners across wider areas, including computer and information sciences, engineering, applied mathematics, bio- and neurosciences.

Product Details

Author:
Nikola K Kasabov
Book Edition:
Softcover Reprint of the Original 1st 2019
Book Format:
Paperback
Country of Origin:
NL
Date Published:
19 January 2019
Dimensions:
23.11 x 15.49 x 4.32 cm
ISBN-10:
366258607X
ISBN-13:
9783662586075
Language:
English
Location:
Berlin, Heidelberg
Pages:
738
Publisher:
Weight:
1065.94 gm

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