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作者 Liang, Peiji, author
書名 An introduction to neural information processing / by Peiji Liang, Si Wu, Fanji Gu
出版項 Dordrecht : Springer Netherlands : Imprint: Springer, 2016
國際標準書號 9789401773935 (electronic bk.)
9789401773911 (paper)
國際標準號碼 10.1007/978-94-017-7393-5 doi
book jacket
說明 1 online resource (xi, 328 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
附註 Introduction -- Neurobiological basis underlying neural information processing -- Single neuron models -- Neural Coding -- Neural information processing in different brain areas -- Network models of neural information processing
This book provides an overview of neural information processing research, which is one of the most important branches of neuroscience today. Neural information processing is an interdisciplinary subject, and the merging interaction between neuroscience and mathematics, physics, as well as information science plays a key role in the development of this field. This book begins with the anatomy of the central nervous system, followed by an introduction to various information processing models at different levels. The authors all have extensive experience in mathematics, physics and biomedical engineering, and have worked in this multidisciplinary area for a number of years. They present classical examples of how the pioneers in this field used theoretical analysis, mathematical modeling and computer simulation to solve neurobiological problems, and share their experiences and lessons learned. The book is intended for researchers and students with a mathematics, physics or informatics background who are interested in brain research and keen to understand the necessary neurobiology and how they can use their specialties to address neurobiological problems. It is also provides inspiration for neuroscience students who are interested in learning how to use mathematics, physics or informatics approaches to solve problems in their field
Host Item Springer eBooks
主題 Neural networks (Neurobiology)
Human information processing
Computational Biology/Bioinformatics
Information Storage and Retrieval
Artificial Intelligence (incl. Robotics)
Alt Author Wu, Si, author
Gu, Fanji, author
SpringerLink (Online service)
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