Advances in Neural Computation, Machine Learning, and Cognitive Research VIII

Advances in Neural Computation, Machine Learning, and Cognitive Research VIII PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3031736915
Category :
Languages : en
Pages : 537

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Book Description

Advances in Neural Computation, Machine Learning, and Cognitive Research VIII

Advances in Neural Computation, Machine Learning, and Cognitive Research VIII PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3031736915
Category :
Languages : en
Pages : 537

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Book Description


Advances in Neural Computation, Machine Learning, and Cognitive Research

Advances in Neural Computation, Machine Learning, and Cognitive Research PDF Author: Boris Kryzhanovsky
Publisher: Springer
ISBN: 9783319882833
Category : Computers
Languages : en
Pages : 199

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Book Description
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.

Advances in Neural Computation, Machine Learning, and Cognitive Research III

Advances in Neural Computation, Machine Learning, and Cognitive Research III PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3030304256
Category : Technology & Engineering
Languages : en
Pages : 434

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Book Description
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.

Advances in Neural Computation, Machine Learning, and Cognitive Research II

Advances in Neural Computation, Machine Learning, and Cognitive Research II PDF Author: Boris Kryzhanovsky
Publisher: Springer
ISBN: 3030013286
Category : Technology & Engineering
Languages : en
Pages : 353

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Book Description
This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems 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 XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

Advances in Neural Computation, Machine Learning, and Cognitive Research VI

Advances in Neural Computation, Machine Learning, and Cognitive Research VI PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3031190327
Category : Technology & Engineering
Languages : en
Pages : 585

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Book Description
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 XXIV International Conference on Neuroinformatics, held on October 17–21, 2022, in Moscow, Russia.

Advances in Neural Computation, Machine Learning, and Cognitive Research VIII

Advances in Neural Computation, Machine Learning, and Cognitive Research VIII PDF Author: Boris Kryzhanovsky
Publisher: Springer
ISBN: 9783031736902
Category : Computers
Languages : en
Pages : 0

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Book Description


Artificial Intelligence in the Age of Neural Networks and Brain Computing

Artificial Intelligence in the Age of Neural Networks and Brain Computing PDF Author: Robert Kozma
Publisher: Academic Press
ISBN: 0323958168
Category : Computers
Languages : en
Pages : 398

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Book Description
Artificial Intelligence in the Age of Neural Networks and Brain Computing, Second Edition demonstrates that present disruptive implications and applications of AI is a development of the unique attributes of neural networks, mainly machine learning, distributed architectures, massive parallel processing, black-box inference, intrinsic nonlinearity, and smart autonomous search engines. The book covers the major basic ideas of "brain-like computing" behind AI, provides a framework to deep learning, and launches novel and intriguing paradigms as possible future alternatives. The present success of AI-based commercial products proposed by top industry leaders, such as Google, IBM, Microsoft, Intel, and Amazon, can be interpreted using the perspective presented in this book by viewing the co-existence of a successful synergism among what is referred to as computational intelligence, natural intelligence, brain computing, and neural engineering. The new edition has been updated to include major new advances in the field, including many new chapters. - Developed from the 30th anniversary of the International Neural Network Society (INNS) and the 2017 International Joint Conference on Neural Networks (IJCNN - Authored by top experts, global field pioneers, and researchers working on cutting-edge applications in signal processing, speech recognition, games, adaptive control and decision-making - Edited by high-level academics and researchers in intelligent systems and neural networks - Includes all new chapters, including topics such as Frontiers in Recurrent Neural Network Research; Big Science, Team Science, Open Science for Neuroscience; A Model-Based Approach for Bridging Scales of Cortical Activity; A Cognitive Architecture for Object Recognition in Video; How Brain Architecture Leads to Abstract Thought; Deep Learning-Based Speech Separation and Advances in AI, Neural Networks

Advances in Neural Computation, Machine Learning, and Cognitive Research VII

Advances in Neural Computation, Machine Learning, and Cognitive Research VII PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3031448650
Category : Technology & Engineering
Languages : en
Pages : 505

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Book Description
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 XXV International Conference on Neuroinformatics, held on October 23-27, 2023, in Moscow, Russia.

Advances in Neural Computation, Machine Learning, and Cognitive Research IV

Advances in Neural Computation, Machine Learning, and Cognitive Research IV PDF Author: Boris Kryzhanovsky
Publisher: Springer Nature
ISBN: 3030605779
Category : Technology & Engineering
Languages : en
Pages : 449

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Book Description
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 XXII International Conference on Neuroinformatics, held on October 12-16, 2020, Moscow, Russia.

Advances in Neural Information Processing Systems 10

Advances in Neural Information Processing Systems 10 PDF Author: Michael I. Jordan
Publisher: MIT Press
ISBN: 9780262100762
Category : Computers
Languages : en
Pages : 1114

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Book Description
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. These proceedings contain all of the papers that were presented.