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Author : Joko Santosa
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (17 download)
Download or read book Associate Memory and Oscillatory Neural Networks written by Joko Santosa and published by . This book was released on 2002 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Margarita G. Kuzmina
Publisher : Walter de Gruyter
ISBN 13 : 3110269201
Total Pages : 172 pages
Book Rating : 4.1/5 (12 download)
Download or read book Oscillatory Neural Networks written by Margarita G. Kuzmina and published by Walter de Gruyter. This book was released on 2013-11-27 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding of the human brain functioning currently represents a challenging problem. In contrast to usual serial computers and complicated hierarchically organized artificial man-made systems, decentralized, parallel and distributed information processing principles are inherent to the brain. Besides adaptation and learning, which play a crucial role in brain functioning, oscillatory neural activity, synchronization and resonance accompany the brain work. Neural-like oscillatory network models, designed by the authors for image processing, allow to elucidate the capabilities of dynamical, synchronization-based types of image processing, presumably exploited by the brain. The oscillatory network models, studied by means of computer modeling and qualitative analysis, are presented and discussed in the book. Some other problems of parallel distributed information processing are also considered, such as a recall process from network memory for large-scale recurrent associative memory neural networks, performance of oscillatory networks of associative memory, dynamical oscillatory network methods of image processing with synchronization-based performance, optical parallel information processing based on the nonlinear optical phenomenon of photon echo, and modeling random electric fields of quasi-monochromatic polarized light beams using systems of superposed stochastic oscillators. This makes the book highly interesting to researchers dealing with various aspects of parallel information processing.
Author : Marius Usher
Publisher :
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4.:/5 (233 download)
Download or read book Dynamical and Oscillatory Neural Network Models of Associative Memory written by Marius Usher and published by . This book was released on 1990 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Peter Whittle
Publisher : World Scientific Publishing Company
ISBN 13 : 9781848165915
Total Pages : 244 pages
Book Rating : 4.1/5 (659 download)
Download or read book Neural Nets and Chaotic Carriers written by Peter Whittle and published by World Scientific Publishing Company. This book was released on 2010 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Nets and Chaotic Carriers develops rational principles for the design of associative memories, with a view to applying these principles to models with irregularly oscillatory operation so evident in biological neural systems, and necessitated by the meaninglessness of absolute signal levels. Design is based on the criterion that an associative memory must be able to cope with 'fading data', i.e., to form an inference from the data even as its memory of that data degrades. The resultant net shows striking biological parallels. When these principles are combined with the Freeman specification of a neural oscillator, some remarkable effects emerge. For example, the commonly-observed phenomenon of neuronal bursting appears, with gamma-range oscillation modulated by a low-frequency square-wave oscillation (the escapement 'oscillation'). Bridging studies and new results of artificial and biological neural networks, the book has a strong research character. It is, on the other hand, accessible to non-specialists for its concise exposition on the basics.
Author : Teuvo Kohonen
Publisher : Springer
ISBN 13 : 3662007843
Total Pages : 325 pages
Book Rating : 4.6/5 (62 download)
Download or read book Self-Organization and Associative Memory written by Teuvo Kohonen and published by Springer. This book was released on 2012-12-06 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two significant things have happened since the writing of the first edition in 1983. One of them is recent arousal of strong interest in general aspects of "neural computing", or "neural networks", as the previous neural models are nowadays called. The incentive, of course, has been to develop new com puters. Especially it may have been felt that the so-called fifth-generation computers, based on conventional logic programming, do not yet contain in formation processing principles of the same type as those encountered in the brain. All new ideas for the "neural computers" are, of course, welcome. On the other hand, it is not very easy to see what kind of restrictions there exist to their implementation. In order to approach this problem systematically, cer tain lines of thought, disciplines, and criteria should be followed. It is the pur pose of the added Chapter 9 to reflect upon such problems from a general point of view. Another important thing is a boom of new hardware technologies for dis tributed associative memories, especially high-density semiconductor circuits, and optical materials and components. The era is very close when the parallel processors can be made all-optical. Several working associative memory archi tectures, based solely on optical technologies, have been constructed in recent years. For this reason it was felt necessary to include a separate chapter (Chap. 10) which deals with the optical associative memories. Part of its con tents is taken over from the first edition.
Author : Geoffrey E. Hinton
Publisher : Psychology Press
ISBN 13 : 1317785215
Total Pages : 350 pages
Book Rating : 4.3/5 (177 download)
Download or read book Parallel Models of Associative Memory written by Geoffrey E. Hinton and published by Psychology Press. This book was released on 2014-02-25 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This update of the 1981 classic on neural networks includes new commentaries by the authors that show how the original ideas are related to subsequent developments. As researchers continue to uncover ways of applying the complex information processing abilities of neural networks, they give these models an exciting future which may well involve revolutionary developments in understanding the brain and the mind -- developments that may allow researchers to build adaptive intelligent machines. The original chapters show where the ideas came from and the new commentaries show where they are going.
Author : Mohamad H. Hassoun
Publisher :
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.3/5 (91 download)
Download or read book Associative Neural Memories written by Mohamad H. Hassoun and published by . This book was released on 1993 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brings together significant works on associative neural memory theory (architecture, learning, analysis, and design) and hardware implementation (VLSI and opto-electronic) by leading international researchers. The volume is organized into an introductory chapter and four parts: biological and psychological connections, artificial associative neural memory models, analysis of memory dynamics and capacity, and implementation. Annotation copyright by Book News, Inc., Portland, OR
Author : Peter Whittle
Publisher : World Scientific
ISBN 13 : 1908977957
Total Pages : 244 pages
Book Rating : 4.9/5 (89 download)
Download or read book Neural Nets And Chaotic Carriers (2nd Edition) written by Peter Whittle and published by World Scientific. This book was released on 2010-07-29 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Nets and Chaotic Carriers develops rational principles for the design of associative memories, with a view to applying these principles to models with irregularly oscillatory operation so evident in biological neural systems, and necessitated by the meaninglessness of absolute signal levels.Design is based on the criterion that an associative memory must be able to cope with “fading data”, i.e., to form an inference from the data even as its memory of that data degrades. The resultant net shows striking biological parallels. When these principles are combined with the Freeman specification of a neural oscillator, some remarkable effects emerge. For example, the commonly-observed phenomenon of neuronal bursting appears, with gamma-range oscillation modulated by a low-frequency square-wave oscillation (the “escapement oscillation”). Bridging studies and new results of artificial and biological neural networks, the book has a strong research character. It is, on the other hand, accessible to non-specialists for its concise exposition on the basics./a
Author : Arun V. Holden
Publisher : Manchester University Press
ISBN 13 : 9780719032790
Total Pages : 264 pages
Book Rating : 4.0/5 (327 download)
Download or read book Neural Networks written by Arun V. Holden and published by Manchester University Press. This book was released on 1990 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : J.G. Taylor
Publisher : Springer Science & Business Media
ISBN 13 : 1447120019
Total Pages : 378 pages
Book Rating : 4.4/5 (471 download)
Download or read book Neural Network Dynamics written by J.G. Taylor and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Network Dynamics is the latest volume in the Perspectives in Neural Computing series. It contains papers presented at the 1991 Workshop on Complex Dynamics in Neural Networks, held at IIASS in Vietri, Italy. The workshop encompassed a wide range of topics in which neural networks play a fundamental role, and aimed to bridge the gap between neural computation and computational neuroscience. The papers - which have been updated where necessary to include new results - are divided into four sections, covering the foundations of neural network dynamics, oscillatory neural networks, as well as scientific and biological applications of neural networks. Among the topics discussed are: A general analysis of neural network activity; Descriptions of various network architectures and nodes; Correlated neuronal firing; A theoretical framework for analyzing the behaviour of real and simulated neuronal networks; The structural properties of proteins; Nuclear phenomenology; Resonance searches in high energy physics; The investigation of information storage; Visual cortical architecture; Visual processing. Neural Network Dynamics is the first volume to cover neural networks and computational neuroscience in such detail. Although it is primarily aimed at researchers and postgraduate students in the above disciplines, it will also be of interest to researchers in electrical engineering, medicine, psychology and philosophy.
Author : Maria Marinaro
Publisher : Springer
ISBN 13 : 3540888535
Total Pages : 149 pages
Book Rating : 4.5/5 (48 download)
Download or read book Dynamic Brain - from Neural Spikes to Behaviors written by Maria Marinaro and published by Springer. This book was released on 2008-10-11 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains invited and contributed papers presented at the 12th edition of the International Summer School on Neural Networks "Eduardo R. Caianiello," co-organized by the RIKEN BSI (Japan) and the Department of Physics of the U- versity of Salerno (Italy). The 12th edition of the school was directed by Maria Marinaro (University of Salerno), Silvia Scarpetta (University of Salerno) and Yoko Yamaguchi (RIKEN BSI Japan) and hosted in the Ettore Majoranca Center in Erice in Italy. The contributions collected in this book are aimed at providing primarily high-level tutorial coverage of the fields related to neural dynamics, reporting recent experim- tal and theoretical results investigating the role of collective dynamics in hippocampal and parahippocampal regions and in the mammalian olfactory system. This book is devoted to graduate students and researchers with different scientific background (including physics, mathematics, biology, neuroscience, etc.) who wish to learn about brain science beyond the boundary of their fields. Each lecture aimed to include basic guidance in each field. Topics of lectures include the hippocampus and entorhinal cortex dynamics and mammalian olfactory system dynamics, memory and phase coding, mechanisms for spatial navigation and for episodic memory function, oscillations in neural assemblies, cortical up and down states, and related topics where frontier efforts in recent decades have been successfully linked to a remarkable evolution of the field. April 2008 M. Marinaro S. Scarpetta Y. Yamaguchi
Author : Yves Kamp
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.3/5 (91 download)
Download or read book Recursive Neural Networks for Associative Memory written by Yves Kamp and published by . This book was released on 1990-12-28 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: A discussion of the different problems which arise in the analysis and design of discrete time and discrete valued recursive networks. It is the aim of this book to present a structured introduction to these networks, which, in spite of their simple architecture, exhibit complex behaviours.
Author : Si Wu
Publisher : Frontiers E-books
ISBN 13 : 2889193837
Total Pages : 179 pages
Book Rating : 4.8/5 (891 download)
Download or read book Neural Information Processing with Dynamical Synapses written by Si Wu and published by Frontiers E-books. This book was released on 2015-01-08 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Kunjumon I. Vadakkan
Publisher : iUniverse
ISBN 13 : 145025621X
Total Pages : 117 pages
Book Rating : 4.4/5 (52 download)
Download or read book Semblance Hypothesis of Memory written by Kunjumon I. Vadakkan and published by iUniverse. This book was released on 2010-10-18 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: The semblance hypothesis explains how associative memory can result from the multidimensional semblance of activity from a specific set of presynaptic terminals at different orders of neurons. The hypothesized basic units are then examined for their feasibility to explain various physiological and pathological conditions of the nervous system, ranging from physiological time-scales of memory retrieval to plausible explanation for long term potentiation (LTP).
Author : Daniel S. Levine
Publisher : Psychology Press
ISBN 13 : 1135691908
Total Pages : 454 pages
Book Rating : 4.1/5 (356 download)
Download or read book Oscillations in Neural Systems written by Daniel S. Levine and published by Psychology Press. This book was released on 1999-09 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for those interested in designing machines to perform intelligent functions & those interested in studying how these functions are performed by living organisms,this bk dicusses the mathematical structure & functional significance of neural oscil
Author : N. R. Shetty
Publisher : Springer
ISBN 13 : 8132225503
Total Pages : 569 pages
Book Rating : 4.1/5 (322 download)
Download or read book Emerging Research in Computing, Information, Communication and Applications written by N. R. Shetty and published by Springer. This book was released on 2015-07-17 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume covers the proceedings of ERCICA 2015. ERCICA provides an interdisciplinary forum for researchers, professional engineers and scientists, educators, and technologists to discuss, debate and promote research and technology in the upcoming areas of Computing, Information, Communication and their Applications. The contents of this book cover emerging research areas in fields of Computing, Information, Communication and Applications. This will prove useful to both researchers and practicing engineers.
Author : Daniel S. Levine
Publisher : Psychology Press
ISBN 13 : 1135691894
Total Pages : 529 pages
Book Rating : 4.1/5 (356 download)
Download or read book Oscillations in Neural Systems written by Daniel S. Levine and published by Psychology Press. This book was released on 1999-09-01 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the fourth in a series based on conferences sponsored by the Metroplex Institute for Neural Dynamics (MIND), an interdisciplinary organization of Dallas-Fort Worth area neural network professionals in both academia and industry. This topic was chosen as the focus for this special issue because of the increasing interest by neuroscientists and psychologists in both rhythmic and chaotic activity patterns observed in the nervous system. Neither the mathematical structure of neural oscillations nor their functional significance is precisely understood. There are a great many open problems in both the structure and function of neural oscillations, whether rhythmic, chaotic, or a combination of the two, and many of these problems are dealt with in the chapters of this book.
