Advances in neural computation, machine learning, and cognitive research III : selected papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia / Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, editors.
International Conference on Neuroinformatics (21st : 2019 : Dolgoprudnyĭ, Russia); Kryzhanovsky, Boris, editor.; Dunin-Barkovskiĭ, Vitaliĭ Lʹvovich, editor.; Redʹko, V. G. (Vladimir Georgievich), editor.; Tiumentsev, Yury, editor.
2020
QA76.87 .I58 2019eb
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Title Advances in neural computation, machine learning, and cognitive research III : selected papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia / Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, editors.
Meeting Name International Conference on Neuroinformatics (21st : 2019 : Dolgoprudnyĭ, Russia)
ISBN 9783030304256 (electronic book)
3030304256 (electronic book)
9783030304249
DOI https://doi.org/10.1007/978-3-030-30425-6
https://doi.org/10.1007/978-3-030-30
Published Cham, Switzerland : Springer, [2020]
Language English
Description 1 online resource (xvii, 428 pages) : illustrations.
Item Number 10.1007/978-3-030-30425-6 doi
10.1007/978-3-030-30
Call Number QA76.87 .I58 2019eb
Dewey Decimal Classification 006.3/2
Summary This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, Russia.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed September 20, 2019).
Added Author Kryzhanovsky, Boris, editor.
Dunin-Barkovskiĭ, Vitaliĭ Lʹvovich, editor.
Redʹko, V. G. (Vladimir Georgievich), editor.
Tiumentsev, Yury, editor.
Series Studies in computational intelligence ; v 856.
Available in Other Form 3030304248
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Preface
Part I: Invited Papers
Chapter 1. Deep Learning a Single Photo Voxel Model Prediction from Real and Synthetic Images
Chapter 2. Tensor Train Neural Networks in Retail Operations
Chapter 3. Semi-Empirical Neural Network Based Modeling and Identification of Controlled Dynamical Systems, etc.

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