Computation in Neurons and Neural Systems, Frank H. Eeckman
Автор: Jose Mira; Joan Cabestany; Alberto Prieto Название: New Trends in Neural Computation ISBN: 3540567984 ISBN-13(EAN): 9783540567981 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume contains the edited proceedings of an international workshop on artificial neural networks. The contributors discuss biological perspectives, mathematical models, learning, self-organizing networks, neural software, hardware implementation and applications.
Описание: How does a machine learn a new concept on the basis of examples? This second edition takes account of important new developments in the field. It also deals extensively with the theory of learning control systems, now comparably mature to learning of neural networks.
Автор: J.G. Taylor; C.L.T. Mannion Название: Coupled Oscillating Neurons ISBN: 3540197443 ISBN-13(EAN): 9783540197447 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Contains the proceedings of a day conference on coupled neuronal oscillators, an important aspect of neural network research, which looks at the physiological properties of neurons in terms of electrochemical features, using these to consider possible directions for future research.
Описание: Collects together most of the papers presented at the Twelfth Neural Computation and Psychology Workshop (NCPW12) held in 2010 at Birkbeck College (England). This book covers a wide range of research topics in neural computation and psychology, including cognitive development, language processing, higher-level cognition, and more.
Автор: Pijush Samui Название: Handbook of neural computation / ISBN: 0128113189 ISBN-13(EAN): 9780128113189 Издательство: Elsevier Science Рейтинг: Цена: 23412.00 р. Наличие на складе: Поставка под заказ.
Описание:
Handbook of Neural Computation explores neural computation applications, ranging from conventional fields of mechanical and civil engineering, to electronics, electrical engineering and computer science. This book covers the numerous applications of artificial and deep neural networks and their uses in learning machines, including image and speech recognition, natural language processing and risk analysis. Edited by renowned authorities in this field, this work is comprised of articles from reputable industry and academic scholars and experts from around the world.
Each contributor presents a specific research issue with its recent and future trends. As the demand rises in the engineering and medical industries for neural networks and other machine learning methods to solve different types of operations, such as data prediction, classification of images, analysis of big data, and intelligent decision-making, this book provides readers with the latest, cutting-edge research in one comprehensive text.
Features high-quality research articles on multivariate adaptive regression splines, the minimax probability machine, and more
Discusses machine learning techniques, including classification, clustering, regression, web mining, information retrieval and natural language processing
Covers supervised, unsupervised, reinforced, ensemble, and nature-inspired learning methods
Автор: Igor Aizenberg; Naum N. Aizenberg; Joos P.L. Vande Название: Multi-Valued and Universal Binary Neurons ISBN: 0792378245 ISBN-13(EAN): 9780792378242 Издательство: Springer Рейтинг: Цена: 27245.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Deals with 2 types of neurons: multi-valued neurons and universal binary neurons. Networks with such neurons exhibit a broad functionality. This book proves the broad applicability of these networks using several case studies in fields of application: image processing, edge detection, image enhancement, super resolution, and, pattern recognition.
Автор: Frank H. Eeckman; James M. Bower Название: Computation and Neural Systems ISBN: 079239349X ISBN-13(EAN): 9780792393498 Издательство: Springer Рейтинг: Цена: 43184.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computational neuroscience is best defined by its focus on understanding the nervous system as a computational device. The majority of papers in this book describe analysis and modelling efforts, while others describe the results of biological experiments, in the context of computational issues.
Автор: John A: Bullinaria; David W. Glasspool; George Hou Название: 4th Neural Computation and Psychology Workshop, London, 9–11 April 1997 ISBN: 3540762086 ISBN-13(EAN): 9783540762089 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text presents the proceedings of the 4th Computation and Psychology Workshop. The papers included cover areas such as distributed representations and connectionism, neuronal activities of the Hippocampus and evolutionary partial comprehension.
Описание: Artificial neural networks possess several properties that make them particularly attractive for applications to modelling and control of complex non-linear systems. Topics include non-linear system identification, neural optimal control, top-down model based neural control design and stability analysis of neural control systems.
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