Oscillatory Neural Networks

Released on by Margarita G. Kuzmina
preview-18

  • Oscillatory Neural Networks Book Detail

  • Author : Margarita G. Kuzmina
  • Release Date : 2013-11-27
  • Publisher : Walter de Gruyter
  • Genre : Science
  • Pages : 172
  • ISBN 13 : 3110269201
  • File Size : 46,46 MB
DOWNLOAD BOOK

Oscillatory Neural Networks by Margarita G. Kuzmina PDF Summary

Book Description: Understanding of the human brain functioning currently represents a challenging problem. In contrast to usual serial computers and complicated hierarchically organized artificial man-made systems, decentralized, parallel and distributed information processing principles are inherent to the brain. Besides adaptation and learning, which play a crucial role in brain functioning, oscillatory neural activity, synchronization and resonance accompany the brain work. Neural-like oscillatory network models, designed by the authors for image processing, allow to elucidate the capabilities of dynamical, synchronization-based types of image processing, presumably exploited by the brain. The oscillatory network models, studied by means of computer modeling and qualitative analysis, are presented and discussed in the book. Some other problems of parallel distributed information processing are also considered, such as a recall process from network memory for large-scale recurrent associative memory neural networks, performance of oscillatory networks of associative memory, dynamical oscillatory network methods of image processing with synchronization-based performance, optical parallel information processing based on the nonlinear optical phenomenon of photon echo, and modeling random electric fields of quasi-monochromatic polarized light beams using systems of superposed stochastic oscillators. This makes the book highly interesting to researchers dealing with various aspects of parallel information processing.

Disclaimer: www.yourbookbest.com does not own Oscillatory Neural Networks 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.

Oscillatory Neural Networks

Oscillatory Neural Networks

File Size : 27,27 MB
Total View : 2064 Views
DOWNLOAD

Understanding of the human brain functioning currently represents a challenging problem. In contrast to usual serial computers and complicated hierarchically or

Springer Series in Light Scattering

Springer Series in Light Scattering

File Size : 35,35 MB
Total View : 9312 Views
DOWNLOAD

This book presents a survey of modern theoretical techniques in studies of radiative transfer and light scattering phenomena in turbid media. It offers a compre

Artificial Neural Networks - ICANN 2001

Artificial Neural Networks - ICANN 2001

File Size : 62,62 MB
Total View : 7789 Views
DOWNLOAD

This book is based on the papers presented at the International Conference on Arti?cial Neural Networks, ICANN 2001, from August 21–25, 2001 at the - enna Uni