عنوان

Time-space, spiking neural networks and brain-inspired artificial intelligence /

شابک

3662577143

شابک

3662577151

شابک

366258607X

شابک

9783662577141

شابک

9783662577158

شابک

9783662586075

شابک اشتباه

3662577135

شابک اشتباه

9783662577134

عنوان اصلي

Time-space, spiking neural networks and brain-inspired artificial intelligence /

نام عام مواد

[Book]

نام نخستين پديدآور

Nikola K. Kasabov.

محل نشرو پخش و غیره

Berlin :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource

عنوان فروست

Springer series on bio- and neurosystems ;

مشخصه جلد

volume 7

متن يادداشت

Tim-space and AI articficial neural networks -- The human brain -- Spiking neural networks -- Deep learning and deep knowledge representation of brain data -- SNN for audio-visual data and brain-computer interfaces -- SNN inbio-and neuroinformatics -- Deep in tim-space learning and deep knowledge representation of multisensory streaming data -- Future development in BI-SNN and BI-AI.

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783662577158

عنوان

Time-space, spiking neural networks and brain-inspired artificial intelligence.

شماره استاندارد بين المللي کتاب و موسيقي

9783662577134

موضوع مستند نشده

Computational neuroscience.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Object-oriented methods (Computer science)

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computational neuroscience.

موضوع مستند نشده

COMPUTERS-- Programming-- Object Oriented.

موضوع مستند نشده

Life sciences: general issues.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Neurosciences.

موضوع مستند نشده

Object-oriented methods (Computer science)

موضوع مستند نشده

Pattern recognition.

موضوع مستند نشده

Robotics.

موضوع مستند نشده

COM-- 051210

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Kasabov, Nikola K.

تاريخ عمليات

20200823192234.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y