Studies in Computational Intelligence

Advances in Neural Computation, Machine Learning, and Cognitive Research

Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia

Editors: Kryzhanovsky, Boris, Dunin-Barkowski, Witali, Redko, Vladimir (Eds.)

  • Includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2–6, 2017, in Moscow, Russia
  • Reports on both the theory and applications of artificial neural networks
  • Presents topics ranging from advances in machine learning to evolutionary programming and neuroimaging/neurobiology
  • Offers a multidisciplinary perspective on neuroinformatics
see more benefits

Buy this book

eBook $99.00
price for Mexico (gross)
  • ISBN 978-3-319-66604-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for Mexico
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: 3 de octubre de 2017
  • ISBN 978-3-319-66603-7
  • Free shipping for individuals worldwide
About this book

This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike. The book includes selected papers from the XIX International Conference on Neuroinformatics, held on October 2-6, 2017, in Moscow, Russia.

Table of contents (28 chapters)

  • The Analysis of Regularization in Deep Neural Networks Using Metagraph Approach

    Fedorenko, Yuriy S. (et al.)

    Pages 3-8

  • Adding Noise During Training as a Method to Increase Resilience of Neural Network Solution of Inverse Problems: Test on the Data of Magnetotelluric Sounding Problem

    Isaev, Igor (et al.)

    Pages 9-16

  • Multi-Layer Solution of Heat Equation

    Lazovskaya, Tatiana (et al.)

    Pages 17-22

  • Implementation of a Gate Neural Network Based on Combinatorial Logic Elements

    Mikhailyuk, Taras (et al.)

    Pages 23-32

  • Adaptive Gateway Element Based on a Recurrent Neurodynamical Model

    Prostov, Yury S. (et al.)

    Pages 33-38

Buy this book

eBook $99.00
price for Mexico (gross)
  • ISBN 978-3-319-66604-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for Mexico
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: 3 de octubre de 2017
  • ISBN 978-3-319-66603-7
  • Free shipping for individuals worldwide
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Advances in Neural Computation, Machine Learning, and Cognitive Research
Book Subtitle
Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia
Editors
  • Boris Kryzhanovsky
  • Witali Dunin-Barkowski
  • Vladimir Redko
Series Title
Studies in Computational Intelligence
Series Volume
736
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66604-4
DOI
10.1007/978-3-319-66604-4
Hardcover ISBN
978-3-319-66603-7
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XV, 199
Number of Illustrations and Tables
60 b/w illustrations
Topics