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Advances in Cognitive Research, Artificial Intelligence and Neuroinformatics

Advances in Cognitive Research, Artificial Intelligence and Neuroinformatics
Author: Boris M. Velichkovsky
Publisher: Springer Nature
Total Pages: 741
Release: 2021-04-17
Genre: Technology & Engineering
ISBN: 3030716376

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This book reports on theoretical and experimental research answering key questions in neuroscience, philosophy of mind, and cognitive research. It gives a special emphasis on findings achieved within the territory of the former U.S.S.R, which has remained largely unknown to an international readership. The volume gathers authoritative studies on cognitive development, consciousness, attention and perception. It covers research on eye movements, language, speech and semantics, emotion, as well as brain functional states, and a variety of decision-making processes. It also highlights important advances in cognitive robotics and artificial intelligence, discussing brain-computer interfaces and other practically-relevant technologies. It includes studies on human subjects, in both healthy and disease conditions, and investigations on the molecular mechanisms of cognition in animal models. Chapters are based on invited lectures and peer-reviewed contributions to the 9th International Conference on Cognitive Sciences, Intercognsci–2020, held on October 10-16, 2020, in Moscow. The conference was organized by the Interregional Association of Cognitive Studies, with the participation of the Pavlov Society for Neurophysiology and Higher Nervous Activity, and supported by the Russian Academy of Sciences, the Russian Foundation for Basic Research and a number of the north eastern European research institutions. All in all, this book provides cognitive scientists around the world with a timely snapshot of interdisciplinary research and cutting-edge models, and a major source of inspiration for future collaborations in the areas of artificial intelligence and cognitive neuroscience.


Advances in Neural Computation, Machine Learning, and Cognitive Research

Advances in Neural Computation, Machine Learning, and Cognitive Research
Author: Boris Kryzhanovsky
Publisher: Springer
Total Pages: 199
Release: 2017-08-28
Genre: Technology & Engineering
ISBN: 3319666045

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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 VII

Advances in Neural Computation, Machine Learning, and Cognitive Research VII
Author: Boris Kryzhanovsky
Publisher: Springer Nature
Total Pages: 505
Release: 2023-11-12
Genre: Technology & Engineering
ISBN: 3031448650

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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
Author: Boris Kryzhanovsky
Publisher: Springer Nature
Total Pages: 441
Release: 2020-10-01
Genre: Technology & Engineering
ISBN: 3030605779

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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 Computation, Machine Learning, and Cognitive Research VI

Advances in Neural Computation, Machine Learning, and Cognitive Research VI
Author: Boris Kryzhanovsky
Publisher: Springer Nature
Total Pages: 585
Release: 2022-10-18
Genre: Technology & Engineering
ISBN: 3031190327

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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 V

Advances in Neural Computation, Machine Learning, and Cognitive Research V
Author: Boris Kryzhanovsky
Publisher: Springer Nature
Total Pages: 365
Release: 2021-11-22
Genre: Technology & Engineering
ISBN: 3030915816

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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 XXIII International Conference on Neuroinformatics, held on October 18-22, 2021, Moscow, Russia.


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

Advances in Neural Computation, Machine Learning, and Cognitive Research II
Author: Boris Kryzhanovsky
Publisher: Springer
Total Pages: 344
Release: 2018-10-06
Genre: Technology & Engineering
ISBN: 3030013286

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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 III

Advances in Neural Computation, Machine Learning, and Cognitive Research III
Author: Boris Kryzhanovsky
Publisher: Springer Nature
Total Pages: 428
Release: 2019-09-03
Genre: Technology & Engineering
ISBN: 3030304256

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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.


Cognitive Science and Artificial Intelligence

Cognitive Science and Artificial Intelligence
Author: Sasikumar Gurumoorthy
Publisher: Springer
Total Pages: 112
Release: 2017-12-22
Genre: Technology & Engineering
ISBN: 9811066981

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This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtained and analyzed in Medical Informatics, Bioinformatics and related disciplines. The book reflects the state-of-the-art in Artificial Intelligence and Cognitive Science, and covers theory, algorithms, numerical simulation, error and uncertainty analysis, as well novel applications of new processing techniques in Biomedical Informatics, Computer Science and its applied areas. As such, it offers a valuable resource for students and researchers from the fields of Computer Science and Engineering in Medicine and Biology.


Cognitive Science: Recent Advances and Recurring Problems

Cognitive Science: Recent Advances and Recurring Problems
Author: Fred Adams
Publisher: Vernon Press
Total Pages: 324
Release: 2017-05-30
Genre: Science
ISBN: 162273100X

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This book consists of an edited collection of original essays of the highest academic quality by seasoned experts in their fields of cognitive science. The essays are interdisciplinary, drawing from many of the fields known collectively as “the cognitive sciences.” Topics discussed represent a significant cross-section of the most current and interesting issues in cognitive science. Specific topics include matters regarding machine learning and cognitive architecture, the nature of cognitive content, the relationship of information to cognition, the role of language and communication in cognition, the nature of embodied cognition, selective topics in visual cognition, brain connectivity, computation and simulation, social and technological issues within the cognitive sciences, and significant issues in the history of neuroscience. This book will be of interest to both professional researchers and newer students and graduate students in the fields of cognitive science—including computer science, linguistics, philosophy, psychology and neuroscience. The essays are in English and are designed to be as free as possible of technical jargon and therefore accessible to young scholars and to scholars who are new to the cognitive neurosciences. In addition to several entries by single authors, the book contains several interesting roundtables where researchers contribute answers to a central question presented to those in the focus group on one of the core areas listed above. This exciting approach provides a variety of perspectives from across disciplines on topics of current concern in the cognitive sciences.