An Introduction to Neural Information Processing

  • Peiji Liang
  • Si Wu
  • Fanji Gu

Table of contents

  1. Front Matter
    Pages i-xi
  2. Peiji Liang, Si Wu, Fanji Gu
    Pages 1-11
  3. Peiji Liang, Si Wu, Fanji Gu
    Pages 13-128
  4. Peiji Liang, Si Wu, Fanji Gu
    Pages 129-182
  5. Peiji Liang, Si Wu, Fanji Gu
    Pages 183-231
  6. Peiji Liang, Si Wu, Fanji Gu
    Pages 233-292
  7. Peiji Liang, Si Wu, Fanji Gu
    Pages 293-328

About this book

Introduction

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.

Keywords

Nervous System Structure Neural Coding Neural Information Processing Neural Network Models Single Neuron Models

Authors and affiliations

  • Peiji Liang
    • 1
  • Si Wu
    • 2
  • Fanji Gu
    • 3
  1. 1.School of Biomedical EngineeringShanghai Jiao Tong UniversityShanghaiChina
  2. 2.Beijing Normal UniversityBeijingChina
  3. 3.School of Life ScienceFudan UniversityShanghaiChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-94-017-7393-5
  • Copyright Information Springer Science+Business Media Dordrecht 2016
  • Publisher Name Springer, Dordrecht
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-94-017-7391-1
  • Online ISBN 978-94-017-7393-5
  • About this book
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