Neural Information Processing: Research and Development

Released on by Jagath Chandana Rajapakse
preview-18

  • Neural Information Processing: Research and Development Book Detail

  • Author : Jagath Chandana Rajapakse
  • Release Date : 2012-12-06
  • Publisher : Springer
  • Genre : Technology & Engineering
  • Pages : 487
  • ISBN 13 : 3540399356
  • File Size : 41,41 MB
DOWNLOAD BOOK

Neural Information Processing: Research and Development by Jagath Chandana Rajapakse PDF Summary

Book Description: The field of neural information processing has two main objects: investigation into the functioning of biological neural networks and use of artificial neural networks to sol ve real world problems. Even before the reincarnation of the field of artificial neural networks in mid nineteen eighties, researchers have attempted to explore the engineering of human brain function. After the reincarnation, we have seen an emergence of a large number of neural network models and their successful applications to solve real world problems. This volume presents a collection of recent research and developments in the field of neural information processing. The book is organized in three Parts, i.e., (1) architectures, (2) learning algorithms, and (3) applications. Artificial neural networks consist of simple processing elements called neurons, which are connected by weights. The number of neurons and how they are connected to each other defines the architecture of a particular neural network. Part 1 of the book has nine chapters, demonstrating some of recent neural network architectures derived either to mimic aspects of human brain function or applied in some real world problems. Muresan provides a simple neural network model, based on spiking neurons that make use of shunting inhibition, which is capable of resisting small scale changes of stimulus. Hoshino and Zheng simulate a neural network of the auditory cortex to investigate neural basis for encoding and perception of vowel sounds.

Disclaimer: www.yourbookbest.com does not own Neural Information Processing: Research and Development books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Neural Information Processing

Neural Information Processing

File Size : 47,47 MB
Total View : 1473 Views
DOWNLOAD

The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Informat

Neural Information Processing

Neural Information Processing

File Size : 8,8 MB
Total View : 3673 Views
DOWNLOAD

It is our great pleasure to welcome you to the 11th International Conference on Neural Information Processing (ICONIP 2004) to be held in Calcutta. ICONIP 2004