Oscillatory Neural Networks : : In Problems of Parallel Information Processing / / Margarita G. Kuzmina, Eduard A. Manykin, Evgeny S. Grichuk.
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. Be...
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Kuzmina, Margarita G., author. aut http://id.loc.gov/vocabulary/relators/aut Oscillatory Neural Networks : In Problems of Parallel Information Processing / Margarita G. Kuzmina, Eduard A. Manykin, Evgeny S. Grichuk. Berlin ; Boston : De Gruyter, [2013] ©2014 1 online resource (160 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Frontmatter -- Preface -- Acknowledgments -- Contents -- 1. Introduction -- 2. Neural and oscillatory networks of associative memory -- 3. Oscillatory networks for modeling the brain structures performance -- 4. Image processing based on the oscillatory network model -- 5. Parallel information processing and photon echo -- 6. Stochastic oscillators for modeling polarized light beams -- Summary and some perspectives -- Index restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star 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. Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 01. Dez 2022) Human information processing. Neural networks (Neurobiology). Neural Oscillator Networks. coupled oscillators. image processing. neural networks. self-organization. synchronization. SCIENCE / Life Sciences / Molecular Biology. bisacsh Computational Mathematics. Coupled Oscillators. Image Processing. Neural Networks. Self-Organization. Synchronization. Grichuk, Evgeny S., author. aut http://id.loc.gov/vocabulary/relators/aut Manykin, Eduard A., author. aut http://id.loc.gov/vocabulary/relators/aut Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 9783110238570 Title is part of eBook package: De Gruyter DGBA Backlist Mathematics 2000-2014 (EN) 9783110238471 Title is part of eBook package: De Gruyter DGBA Medicine and Life Sciences 2000 - 2014 9783110637915 ZDB-23-GML Title is part of eBook package: De Gruyter E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013 9783110317350 ZDB-23-DGG Title is part of eBook package: De Gruyter E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013 9783110317282 ZDB-23-DMI Title is part of eBook package: De Gruyter E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013 9783110317275 ZDB-23-DMP print 9783110268355 https://doi.org/10.1515/9783110269208 https://www.degruyter.com/isbn/9783110269208 Cover https://www.degruyter.com/document/cover/isbn/9783110269208/original |
language |
English |
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eBook |
author |
Kuzmina, Margarita G., Kuzmina, Margarita G., Grichuk, Evgeny S., Manykin, Eduard A., |
spellingShingle |
Kuzmina, Margarita G., Kuzmina, Margarita G., Grichuk, Evgeny S., Manykin, Eduard A., Oscillatory Neural Networks : In Problems of Parallel Information Processing / Frontmatter -- Preface -- Acknowledgments -- Contents -- 1. Introduction -- 2. Neural and oscillatory networks of associative memory -- 3. Oscillatory networks for modeling the brain structures performance -- 4. Image processing based on the oscillatory network model -- 5. Parallel information processing and photon echo -- 6. Stochastic oscillators for modeling polarized light beams -- Summary and some perspectives -- Index |
author_facet |
Kuzmina, Margarita G., Kuzmina, Margarita G., Grichuk, Evgeny S., Manykin, Eduard A., Grichuk, Evgeny S., Grichuk, Evgeny S., Manykin, Eduard A., Manykin, Eduard A., |
author_variant |
m g k mg mgk m g k mg mgk e s g es esg e a m ea eam |
author_role |
VerfasserIn VerfasserIn VerfasserIn VerfasserIn |
author2 |
Grichuk, Evgeny S., Grichuk, Evgeny S., Manykin, Eduard A., Manykin, Eduard A., |
author2_variant |
e s g es esg e a m ea eam |
author2_role |
VerfasserIn VerfasserIn VerfasserIn VerfasserIn |
author_sort |
Kuzmina, Margarita G., |
title |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / |
title_sub |
In Problems of Parallel Information Processing / |
title_full |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / Margarita G. Kuzmina, Eduard A. Manykin, Evgeny S. Grichuk. |
title_fullStr |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / Margarita G. Kuzmina, Eduard A. Manykin, Evgeny S. Grichuk. |
title_full_unstemmed |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / Margarita G. Kuzmina, Eduard A. Manykin, Evgeny S. Grichuk. |
title_auth |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / |
title_alt |
Frontmatter -- Preface -- Acknowledgments -- Contents -- 1. Introduction -- 2. Neural and oscillatory networks of associative memory -- 3. Oscillatory networks for modeling the brain structures performance -- 4. Image processing based on the oscillatory network model -- 5. Parallel information processing and photon echo -- 6. Stochastic oscillators for modeling polarized light beams -- Summary and some perspectives -- Index |
title_new |
Oscillatory Neural Networks : |
title_sort |
oscillatory neural networks : in problems of parallel information processing / |
publisher |
De Gruyter, |
publishDate |
2013 |
physical |
1 online resource (160 p.) Issued also in print. |
contents |
Frontmatter -- Preface -- Acknowledgments -- Contents -- 1. Introduction -- 2. Neural and oscillatory networks of associative memory -- 3. Oscillatory networks for modeling the brain structures performance -- 4. Image processing based on the oscillatory network model -- 5. Parallel information processing and photon echo -- 6. Stochastic oscillators for modeling polarized light beams -- Summary and some perspectives -- Index |
isbn |
9783110269208 9783110238570 9783110238471 9783110637915 9783110317350 9783110317282 9783110317275 9783110268355 |
url |
https://doi.org/10.1515/9783110269208 https://www.degruyter.com/isbn/9783110269208 https://www.degruyter.com/document/cover/isbn/9783110269208/original |
illustrated |
Not Illustrated |
doi_str_mv |
10.1515/9783110269208 |
oclc_num |
979912210 |
work_keys_str_mv |
AT kuzminamargaritag oscillatoryneuralnetworksinproblemsofparallelinformationprocessing AT grichukevgenys oscillatoryneuralnetworksinproblemsofparallelinformationprocessing AT manykineduarda oscillatoryneuralnetworksinproblemsofparallelinformationprocessing |
status_str |
n |
ids_txt_mv |
(DE-B1597)173778 (OCoLC)979912210 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 Title is part of eBook package: De Gruyter DGBA Backlist Mathematics 2000-2014 (EN) Title is part of eBook package: De Gruyter DGBA Medicine and Life Sciences 2000 - 2014 Title is part of eBook package: De Gruyter E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013 Title is part of eBook package: De Gruyter E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013 Title is part of eBook package: De Gruyter E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013 |
is_hierarchy_title |
Oscillatory Neural Networks : In Problems of Parallel Information Processing / |
container_title |
Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 |
author2_original_writing_str_mv |
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