Self-organizing Associative Memory for Non-linear Control
Author | : Hon Mun Lee |
Publisher | : |
Total Pages | : 230 |
Release | : 1996 |
Genre | : |
ISBN | : |
Download Self-organizing Associative Memory for Non-linear Control Book in PDF, Epub and Kindle
Download Self Organizing Associative Memory For Non Linear Control full books in PDF, epub, and Kindle. Read online free Self Organizing Associative Memory For Non Linear Control ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Author | : Hon Mun Lee |
Publisher | : |
Total Pages | : 230 |
Release | : 1996 |
Genre | : |
ISBN | : |
Author | : David J. Byrne |
Publisher | : |
Total Pages | : |
Release | : 1992 |
Genre | : |
ISBN | : |
Author | : Teuvo Kohonen |
Publisher | : Springer Science & Business Media |
Total Pages | : 325 |
Release | : 2012-12-06 |
Genre | : Medical |
ISBN | : 3642881637 |
While the present edition is bibliographically the third one of Vol. 8 of the Springer Series in Information Sciences (IS 8), the book actually stems from Vol. 17 of the series Communication and Cybernetics (CC 17), entitled Associative Memory - A System-Theoretical Approach, which appeared in 1977. That book was the first monograph on distributed associative memories, or "content-addressable memories" as they are frequently called, especially in neural-networks research. This author, however, would like to reserve the term "content-addressable memory" for certain more traditional constructs, the memory locations of which are selected by parallel search. Such devices are discussed in Vol. 1 of the Springer Series in Information Sciences, Content-Addressable Memories. This third edition of IS 8 is rather similar to the second one. Two new discussions have been added: one to the end of Chap. 5, and the other (the L VQ 2 algorithm) to the end of Chap. 7. Moreover, the convergence proof in Sect. 5.7.2 has been revised.
Author | : Teuvo Kohonen |
Publisher | : Springer Science & Business Media |
Total Pages | : 255 |
Release | : 1984 |
Genre | : Associative storage |
ISBN | : 9783540121657 |
Author | : Teuvo Kohonen |
Publisher | : Springer |
Total Pages | : 325 |
Release | : 2012-12-06 |
Genre | : Science |
ISBN | : 3662007843 |
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 | : Mikhail A. Vorontsov |
Publisher | : Springer Science & Business Media |
Total Pages | : 258 |
Release | : 2012-12-06 |
Genre | : Science |
ISBN | : 3642975259 |
Contrary to monographs on non-linear optics this book concentrates on problems of self-organization in various important contexts. The reader learns how patterns in non-linear optical systems are created and what theoretical methods can be applied to describe them. Next, various aspects of pattern formation such as associative memory, information processing, spatio-temporal instability, photo refraction, and so on are treated. The book addresses graduate students and researchers in physics and optical engineering.
Author | : E. Adali |
Publisher | : Elsevier |
Total Pages | : 279 |
Release | : 2014-06-28 |
Genre | : Computers |
ISBN | : 1483298930 |
This symposium brings together the research from different disciplines of process control, and discusses the problems encountered in the application of automation systems. The papers in this volume analyze the results of theoretical research and how far applications have been developed, new design methodologies and technologies, to give a comprehensive overview of the state of the art of this fast-developing science.
Author | : C J Harris |
Publisher | : CRC Press |
Total Pages | : 384 |
Release | : 1994-03-11 |
Genre | : Technology & Engineering |
ISBN | : 9780748400669 |
"Advances in intelligent Control" is a collection of essays covering the latest research in the field. Based on a special issue of "The International Journal of Control", the book is arranged in two parts. Part one contains recent contributions of artificial neural networks to modelling and control. Part two concerns itself primarily with aspects of fuzzy logic in intelligent control, guidance and estimation, although some of the contributions either make direct equivalence relationships to neural networks or use hybrid methods where a neural network is used to develop the fuzzy rule base.
Author | : Magnus Johnsson |
Publisher | : BoD – Books on Demand |
Total Pages | : 302 |
Release | : 2012-11-21 |
Genre | : Computers |
ISBN | : 953510862X |
The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, i.e. how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of such applications is discussed. To name a few, these applications include the analysis of financial stability, the fault diagnosis of plants, the creation of well-composed heterogeneous teams and the application of the self-organizing map to the atmospheric sciences.
Author | : Kevin L. Moore |
Publisher | : Springer Science & Business Media |
Total Pages | : 158 |
Release | : 2012-12-06 |
Genre | : Technology & Engineering |
ISBN | : 1447119126 |
The material presented in this book addresses the analysis and design of learning control systems. It begins with an introduction to the concept of learning control, including a comprehensive literature review. The text follows with a complete and unifying analysis of the learning control problem for linear LTI systems using a system-theoretic approach which offers insight into the nature of the solution of the learning control problem. Additionally, several design methods are given for LTI learning control, incorporating a technique based on parameter estimation and a one-step learning control algorithm for finite-horizon problems. Further chapters focus upon learning control for deterministic nonlinear systems, and a time-varying learning controller is presented which can be applied to a class of nonlinear systems, including the models of typical robotic manipulators. The book concludes with the application of artificial neural networks to the learning control problem. Three specific ways to neural nets for this purpose are discussed, including two methods which use backpropagation training and reinforcement learning. The appendices in the book are particularly useful because they serve as a tutorial on artificial neural networks.