Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence free ebook download.

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Time-Space, Spiking Neural Networks and Brain-Inspired Artificial Intelligence free ebook download

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Author(s):	Nikola K. Kasabov

Date:	2017	Format:	PDF,EPUB	Language:	English	ISBN/ASIN:	3662577135
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	8/29/2018 5:13:45 AM

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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 authors 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.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2255159	Book	http://k2s.cc/file/4cf8af8710037/3662577...		54.57	stirkout

Tags: Artificial Brain-Inspired Intelligence Networks Neural Spiking Time-Space

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