9781461407232 - the relevance of the time domain to neural network models (15 risultati)
Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Condizione: New. pp. 244.
Lingua: Inglese
Editore: Springer US, Springer New York 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - A significant amount of effort in neural modeling is directed towards understanding the representation of information in various parts of the brain, such as cortical maps [6], and the paths along which sensory information is processed. Though the time do…main is integral an integral aspect of the functioning of biological systems, it has proven very challenging to incorporate the time domain effectively in neural network models. A promising path that is being explored is to study the importance of synchronization in biological systems. Synchronization plays a critical role in the interactions between neurons in the brain, giving rise to perceptual phenomena, and explaining multiple effects such as visual contour integration, and the separation of superposed inputs.The purpose of this book is to provide a unified view of how the time domain can be effectively employed in neural network models. A first direction to consider is to deploy oscillators that model temporal firing patterns of a neuron or a group of neurons. There is a growing body of research on the use of oscillatory neural networks, and their ability to synchronize under the right conditions. Such networks of synchronizing elements have been shown to be effective in image processing and segmentation tasks, and also in solving the binding problem, which is of great significance in the field of neuroscience. The oscillatory neural models can be employed at multiple scales of abstraction, ranging from individual neurons, to groups of neurons using Wilson-Cowan modeling techniques and eventually to the behavior of entire brain regions as revealed in oscillations observed in EEG recordings. A second interesting direction to consider is to understand the effect of different neural network topologies on their ability to create the desired synchronization. A third direction of interest is the extraction of temporal signaling patterns from brain imaging data such as EEG and fMRI. Hence this Special Session is of emerging interest in the brain sciences, as imaging techniques are able to resolve sufficient temporal detail to provide an insight into how the time domain is deployed in cognitive function.The following broad topics will be covered in the book: Synchronization, phase-locking behavior, image processing, image segmentation, temporal pattern analysis, EEG analysis, fMRI analyis, network topology and synchronizability, cortical interactions involving synchronization, and oscillatory neural networks.This book will benefit readers interested in the topics of computational neuroscience, applying neural network models to understand brain function, extracting temporal information from brain imaging data, and emerging techniques for image segmentation using oscillatory networks.
Lingua: Inglese
Editore: Springer Verlag 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: Revaluation Books, Exeter, , Regno UnitoRevaluation Books
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Hardcover. Condizione: Brand New. 1st edition. 222 pages. 9.25x6.25x0.75 inches. In Stock.
Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: Mispah books, Redhill, SURRE, Regno UnitoMispah books
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Hardcover. Condizione: Like New. LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: Brook Bookstore On Demand, Napoli, NA, ItaliaBrook Bookstore On Demand
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Condizione: new. Questo è un articolo print on demand.
Lingua: Inglese
Editore: Springer US, Springer New York Sep 2011 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, , GermaniaBuchWeltWeit Ludwig Meier e.K.
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -A significant amount of effort in neural modeling is directed towards understanding the representation of information in various parts of the brain, such as cortical maps [6], and the paths along which sensory information is processed. Th…ough the time domain is integral an integral aspect of the functioning of biological systems, it has proven very challenging to incorporate the time domain effectively in neural network models. A promising path that is being explored is to study the importance of synchronization in biological systems. Synchronization plays a critical role in the interactions between neurons in the brain, giving rise to perceptual phenomena, and explaining multiple effects such as visual contour integration, and the separation of superposed inputs.The purpose of this book is to provide a unified view of how the time domain can be effectively employed in neural network models. A first direction to consider is to deploy oscillators that model temporal firing patterns of a neuron or a group of neurons. There is a growing body of research on the use of oscillatory neural networks, and their ability to synchronize under the right conditions. Such networks of synchronizing elements have been shown to be effective in image processing and segmentation tasks, and also in solving the binding problem, which is of great significance in the field of neuroscience. The oscillatory neural models can be employed at multiple scales of abstraction, ranging from individual neurons, to groups of neurons using Wilson-Cowan modeling techniques and eventually to the behavior of entire brain regions as revealed in oscillations observed in EEG recordings. A second interesting direction to consider is to understand the effect of different neural network topologies on their ability to create the desired synchronization. A third direction of interest is the extraction of temporal signaling patterns from brain imaging data such as EEG and fMRI. Hence this Special Session is of emerging interest in the brain sciences, as imaging techniques are able to resolve sufficient temporal detail to provide an insight into how the time domain is deployed in cognitive function.The following broad topics will be covered in the book: Synchronization, phase-locking behavior, image processing, image segmentation, temporal pattern analysis, EEG analysis, fMRI analyis, network topology and synchronizability, cortical interactions involving synchronization, and oscillatory neural networks.This book will benefit readers interested in the topics of computational neuroscience, applying neural network models to understand brain function, extracting temporal information from brain imaging data, and emerging techniques for image segmentation using oscillatory networks 240 pp. Englisch.
Lingua: Inglese
Editore: Springer New York 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: moluna, Greven, , Germaniamoluna
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Gebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The book concentrates on a crucial aspect of brain modeling: the nature and functional relevance of temporal interactions in neural systemsDevelops a unified view of how the time domain can be effectively e…mployed in neural network modelsProposes th.
Lingua: Inglese
Editore: Springer US, Springer New York Sep 2011 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000
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Buch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -A significant amount of effort in neural modeling is directed towards understanding the representation of information in various parts of the brain, such as cortical maps [6], and the paths along which sensory information is processed. Though… the time domain is integral an integral aspect of the functioning of biological systems, it has proven very challenging to incorporate the time domain effectively in neural network models. A promising path that is being explored is to study the importance of synchronization in biological systems. Synchronization plays a critical role in the interactions between neurons in the brain, giving rise to perceptual phenomena, and explaining multiple effects such as visual contour integration, and the separation of superposed inputs.The purpose of this book is to provide a unified view of how the time domain can be effectively employed in neural network models. A first direction to consider is to deploy oscillators that model temporal firing patterns of a neuron or a group of neurons. There is a growing body of research on the use of oscillatory neural networks, and their ability to synchronize under the right conditions. Such networks of synchronizing elements have been shown to be effective in image processing and segmentation tasks, and also in solving the binding problem, which is of great significance in the field of neuroscience. The oscillatory neural models can be employed at multiple scales of abstraction, ranging from individual neurons, to groups of neurons using Wilson-Cowan modeling techniques and eventually to the behavior of entire brain regions as revealed in oscillations observed in EEG recordings. A second interesting direction to consider is to understand the effect of different neural network topologies on their ability to create the desired synchronization. A third direction of interest is the extraction of temporal signaling patterns from brain imaging data such as EEG and fMRI. Hence this Special Session is of emerging interest in the brain sciences, as imaging techniques are able to resolve sufficient temporal detail to provide an insight into how the time domain is deployed in cognitive function.The following broad topics will be covered in the book: Synchronization, phase-locking behavior, image processing, image segmentation, temporal pattern analysis, EEG analysis, fMRI analyis, network topology and synchronizability, cortical interactions involving synchronization, and oscillatory neural networks.This book will benefit readers interested in the topics of computational neuroscience, applying neural network models to understand brain function, extracting temporal information from brain imaging data, and emerging techniques for image segmentation using oscillatory networksLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 240 pp. Englisch.
Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: Majestic Books, Hounslow, , Regno UnitoMajestic Books
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Condizione: New. Print on Demand pp. 244.
Lingua: Inglese
Editore: Springer 2011
Serie: Springer Series in Cognitive and Neural Systems, Libro 3 di 12. Libro 3 di 12 - Springer Series in Cognitive and Neural Systems
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Da: Biblios, frankfurt am main, HESSE, GermaniaBiblios
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Condizione: New. PRINT ON DEMAND pp. 244.
