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Author : Jeffrey Andrew Jeltema
Publisher :
ISBN 13 :
Total Pages : 174 pages
Book Rating : 4.3/5 (129 download)
Download or read book Adaptive Resonance Tuning written by Jeffrey Andrew Jeltema and published by . This book was released on 2005 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Lei Meng
Publisher : Springer
ISBN 13 : 3030029859
Total Pages : 190 pages
Book Rating : 4.0/5 (3 download)
Download or read book Adaptive Resonance Theory in Social Media Data Clustering written by Lei Meng and published by Springer. This book was released on 2019-04-30 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data: Basic knowledge (data & challenges) on social media analytics Clustering as a fundamental technique for unsupervised knowledge discovery and data mining A class of neural inspired algorithms, based on adaptive resonance theory (ART), tackling challenges in big social media data clustering Step-by-step practices of developing unsupervised machine learning algorithms for real-world applications in social media domain Adaptive Resonance Theory in Social Media Data Clustering stands on the fundamental breakthrough in cognitive and neural theory, i.e. adaptive resonance theory, which simulates how a brain processes information to perform memory, learning, recognition, and prediction. It presents initiatives on the mathematical demonstration of ART’s learning mechanisms in clustering, and illustrates how to extend the base ART model to handle the complexity and characteristics of social media data and perform associative analytical tasks. Both cutting-edge research and real-world practices on machine learning and social media analytics are included in the book and if you wish to learn the answers to the following questions, this book is for you: How to process big streams of multimedia data? How to analyze social networks with heterogeneous data? How to understand a user’s interests by learning from online posts and behaviors? How to create a personalized search engine by automatically indexing and searching multimodal information resources? .
Author : Teresa Serrano-Gotarredona
Publisher : Springer Science & Business Media
ISBN 13 : 144198710X
Total Pages : 251 pages
Book Rating : 4.4/5 (419 download)
Download or read book Adaptive Resonance Theory Microchips written by Teresa Serrano-Gotarredona and published by Springer Science & Business Media. This book was released on 2012-09-07 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Resonance Theory Microchips describes circuit strategies resulting in efficient and functional adaptive resonance theory (ART) hardware systems. While ART algorithms have been developed in software by their creators, this is the first book that addresses efficient VLSI design of ART systems. All systems described in the book have been designed and fabricated (or are nearing completion) as VLSI microchips in anticipation of the impending proliferation of ART applications to autonomous intelligent systems. To accommodate these systems, the book not only provides circuit design techniques, but also validates them through experimental measurements. The book also includes a chapter tutorially describing four ART architectures (ART1, ARTMAP, Fuzzy-ART and Fuzzy-ARTMAP) while providing easily understandable MATLAB code examples to implement these four algorithms in software. In addition, an entire chapter is devoted to other potential applications for real-time data clustering and category learning.
Author : Stephen Grossberg
Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (511 download)
Download or read book Adaptive Resonance Theory written by Stephen Grossberg and published by . This book was released on 2000 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : A.S. de Kleijn
Publisher :
ISBN 13 :
Total Pages : 86 pages
Book Rating : 4.:/5 (15 download)
Download or read book A survey of the adaptive resonance theory written by A.S. de Kleijn and published by . This book was released on 1990 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Stephen Grossberg
Publisher : Oxford University Press
ISBN 13 : 0190070552
Total Pages : 771 pages
Book Rating : 4.1/5 (9 download)
Download or read book Conscious Mind, Resonant Brain written by Stephen Grossberg and published by Oxford University Press. This book was released on 2021 with total page 771 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does your mind work? How does your brain give rise to your mind? These are questions that all of us have wondered about at some point in our lives, if only because everything that we know is experienced in our minds. They are also very hard questions to answer. After all, how can a mind understand itself? How can you understand something as complex as the tool that is being used to understand it? This book provides an introductory and self-contained description of some of the exciting answers to these questions that modern theories of mind and brain have recently proposed. Stephen Grossberg is broadly acknowledged to be the most important pioneer and current research leader who has, for the past 50 years, modelled how brains give rise to minds, notably how neural circuits in multiple brain regions interact together to generate psychological functions. This research has led to a unified understanding of how, where, and why our brains can consciously see, hear, feel, and know about the world, and effectively plan and act within it. The work embodies revolutionary Principia of Mind that clarify how autonomous adaptive intelligence is achieved. It provides mechanistic explanations of multiple mental disorders, including symptoms of Alzheimer's disease, autism, amnesia, and sleep disorders; biological bases of morality and religion, including why our brains are biased towards the good so that values are not purely relative; perplexing aspects of the human condition, including why many decisions are irrational and self-defeating despite evolution's selection of adaptive behaviors; and solutions to large-scale problems in machine learning, technology, and Artificial Intelligence that provide a blueprint for autonomously intelligent algorithms and robots. Because brains embody a universal developmental code, unifying insights also emerge about shared laws that are found in all living cellular tissues, from the most primitive to the most advanced, notably how the laws governing networks of interacting cells support developmental and learning processes in all species. The fundamental brain design principles of complementarity, uncertainty, and resonance that Grossberg has discovered also reflect laws of the physical world with which our brains ceaselessly interact, and which enable our brains to incrementally learn to understand those laws, thereby enabling humans to understand the world scientifically. Accessibly written, and lavishly illustrated, Conscious Mind/Resonant Brain is the magnum opus of one of the most influential scientists of the past 50 years, and will appeal to a broad readership across the sciences and humanities.
Author : Clarence W. de Silva
Publisher : CRC Press
ISBN 13 : 142003989X
Total Pages : 1837 pages
Book Rating : 4.4/5 (2 download)
Download or read book Vibration and Shock Handbook written by Clarence W. de Silva and published by CRC Press. This book was released on 2005-06-27 with total page 1837 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every so often, a reference book appears that stands apart from all others, destined to become the definitive work in its field. The Vibration and Shock Handbook is just such a reference. From its ambitious scope to its impressive list of contributors, this handbook delivers all of the techniques, tools, instrumentation, and data needed to model, analyze, monitor, modify, and control vibration, shock, noise, and acoustics. Providing convenient, thorough, up-to-date, and authoritative coverage, the editor summarizes important and complex concepts and results into “snapshot” windows to make quick access to this critical information even easier. The Handbook’s nine sections encompass: fundamentals and analytical techniques; computer techniques, tools, and signal analysis; shock and vibration methodologies; instrumentation and testing; vibration suppression, damping, and control; monitoring and diagnosis; seismic vibration and related regulatory issues; system design, application, and control implementation; and acoustics and noise suppression. The book also features an extensive glossary and convenient cross-referencing, plus references at the end of each chapter. Brimming with illustrations, equations, examples, and case studies, the Vibration and Shock Handbook is the most extensive, practical, and comprehensive reference in the field. It is a must-have for anyone, beginner or expert, who is serious about investigating and controlling vibration and acoustics.
Author : C. Barret
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (317 download)
Download or read book Launch Vehicle Flight Control Augmentation Using Smart Materials and Advanced Composites (CDDF Project 93-05) written by C. Barret and published by . This book was released on 1995 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Gail A. Carpenter
Publisher :
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4.:/5 (413 download)
Download or read book Adaptive Resonance Theory written by Gail A. Carpenter and published by . This book was released on 1998 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Dong Hwa Kim
Publisher : CRC Press
ISBN 13 : 9814745367
Total Pages : 233 pages
Book Rating : 4.8/5 (147 download)
Download or read book Tuning Innovation with Biotechnology written by Dong Hwa Kim and published by CRC Press. This book was released on 2017-11-13 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with evolving intelligence systems and their use in immune algorithm (IM), particle swarm optimization (PSO), bacterial foraging (BF), and hybrid intelligent system to improve plants, robots, etc. It discusses the motivation behind research on and background of evolving intelligence systems and illustrates IM-based approach for parameter estimation required for designing an intelligent system. It approaches optimal intelligent tuning using a hybrid genetic algorithm–particle swarm optimization (GA-PSO) and illustrates hybrid GA-PSO for intelligent tuning of vector system.
Author : Stephen Grossberg
Publisher : Elsevier
ISBN 13 : 1483292703
Total Pages : 532 pages
Book Rating : 4.4/5 (832 download)
Download or read book The Adaptive Brain II written by Stephen Grossberg and published by Elsevier. This book was released on 2013-10-22 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Adaptive Brain, II: Vision, Speech, Language, and Motor Control focuses on a unified theoretical analysis and predictions of important psychological and neurological data that illustrate the development of a true theory of mind and brain. The publication first elaborates on the quantized geometry of visual space and neural dynamics of form perception. Discussions focus on reflectance rivalry and spatial frequency detection, figure-ground separation by filling-in barriers, and disinhibitory propagation of functional scaling from boundaries to interiors. The text then takes a look at neural dynamics of perceptual grouping and brightness perception. Topics include simulation of a parametric binocular brightness study, smoothly varying luminance contours versus steps of luminance change, macrocircuit of processing stages, paradoxical percepts as probes of adaptive processes, and analysis of the Beck theory of textural segmentation. The book examines the neural dynamics of speech and language coding and word recognition and recall, including automatic activation and limited-capacity attention, a macrocircuit for the self-organization of recognition and recall, role of intra-list restructuring arid contextual associations, and temporal order information across item representations. The manuscript is a vital source of data for scientists and researchers interested in the development of a true theory of mind and brain.
Author : Heinz-dietrich Doebner
Publisher : World Scientific
ISBN 13 : 9814554391
Total Pages : 818 pages
Book Rating : 4.8/5 (145 download)
Download or read book Classical And Quantum Systems: Foundations And Symmetries - Proceedings Of The 2nd International Wigner Symposium written by Heinz-dietrich Doebner and published by World Scientific. This book was released on 1993-01-19 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wigner Symposium series is focussed on fundamental problems and new developments in physics and their experimental, theoretical and mathematical aspects. Particular emphasis is given to those topics which have developed from the work of Eugene P Wigner. The 2nd Wigner symposium is centered around notions of symmetry and geometry, the foundations of quantum mechanics, quantum optics and particle physics. Other fields like dynamical systems, neural networks and physics of information are also represented.This volume brings together 19 plenary lectures which survey latest developments and more than 130 contributed research reports.
Author : André Sven Paul Niederberger
Publisher : Cuvillier Verlag
ISBN 13 : 3865379052
Total Pages : 219 pages
Book Rating : 4.8/5 (653 download)
Download or read book Investigations of Thermoacoustic Oscillations written by André Sven Paul Niederberger and published by Cuvillier Verlag. This book was released on 2006 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Qibo Mao
Publisher : Springer Science & Business Media
ISBN 13 : 1447150910
Total Pages : 378 pages
Book Rating : 4.4/5 (471 download)
Download or read book Control of Noise and Structural Vibration written by Qibo Mao and published by Springer Science & Business Media. This book was released on 2013-06-02 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control of Noise and Structural Vibration presents a MATLAB®-based approach to solving the problems of undesirable noise generation and transmission by structures and of undesirable vibration within structures in response to environmental or operational forces. The fundamentals of acoustics, vibration and coupling between vibrating structures and the sound fields they generate are introduced including a discussion of the finite element method for vibration analysis. Following this, the treatment of sound and vibration control begins, illustrated by example systems such as beams, plates and double walls. Sensor and actuator placement is explained as is the idea of modal sensor–actuators. The design of appropriate feedback systems includes consideration of basic stability criteria and robust active structural acoustic control. Positive position feedback (PPF) and multimode control are also described in the context of loudspeaker–duct and loudspeaker–microphone models. The design of various components is detailed including the analog circuit for PPF, adaptive (semi-active) Helmholtz resonators and shunt piezoelectric circuits for noise and vibration suppression. The text makes extensive use of MATLAB® examples and these can be simulated using files available for download from the book’s webpage at springer.com. End-of-chapter exercises will help readers to assimilate the material as they progress through the book. Control of Noise and Structural Vibration will be of considerable interest to the student of vibration and noise control and also to academic researchers working in the field. It’s tutorial features will help practitioners who wish to update their knowledge with self-study.
Author : William J. Clancey
Publisher : Cambridge University Press
ISBN 13 : 9780521448710
Total Pages : 432 pages
Book Rating : 4.4/5 (487 download)
Download or read book Situated Cognition written by William J. Clancey and published by Cambridge University Press. This book was released on 1997-08-28 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 1997 book examines recent changes in the design of intelligent machines which afford heightened interactivity with the environment.
Author : Abhyudai Singh
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.3/5 (129 download)
Download or read book A Mechanistic Approach to Tuning of MEMS Resonators written by Abhyudai Singh and published by . This book was released on 2006 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Vassilis G. Kaburlasos
Publisher :
ISBN 13 :
Total Pages : 454 pages
Book Rating : 4.:/5 (276 download)
Download or read book Adaptive Resonance Theory with Supervised Learning and Larger Database Applications written by Vassilis G. Kaburlasos and published by . This book was released on 1992 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt:
