Competition and Cooperation in Neural Nets

Competition and Cooperation in Neural Nets
Author: S. Amari
Publisher: Springer Science & Business Media
Total Pages: 460
Release: 2013-03-08
Genre: Medical
ISBN: 3642464661

The human brain, wi th its hundred billion or more neurons, is both one of the most complex systems known to man and one of the most important. The last decade has seen an explosion of experimental research on the brain, but little theory of neural networks beyond the study of electrical properties of membranes and small neural circuits. Nonetheless, a number of workers in Japan, the United States and elsewhere have begun to contribute to a theory which provides techniques of mathematical analysis and computer simulation to explore properties of neural systems containing immense numbers of neurons. Recently, it has been gradually recognized that rather independent studies of the dynamics of pattern recognition, pattern format::ion, motor control, self-organization, etc. , in neural systems do in fact make use of common methods. We find that a "competition and cooperation" type of interaction plays a fundamental role in parallel information processing in the brain. The present volume brings together 23 papers presented at a U. S. -Japan Joint Seminar on "Competition and Cooperation in Neural Nets" which was designed to catalyze better integration of theory and experiment in these areas. It was held in Kyoto, Japan, February 15-19, 1982, under the joint sponsorship of the U. S. National Science Foundation and the Japan Society for the Promotion of Science. Participants included brain theorists, neurophysiologists, mathematicians, computer scientists, and physicists. There are seven papers from the U. S.

Competition-Based Neural Networks with Robotic Applications

Competition-Based Neural Networks with Robotic Applications
Author: Shuai Li
Publisher: Springer
Total Pages: 132
Release: 2017-05-30
Genre: Technology & Engineering
ISBN: 9811049475

Focused on solving competition-based problems, this book designs, proposes, develops, analyzes and simulates various neural network models depicted in centralized and distributed manners. Specifically, it defines four different classes of centralized models for investigating the resultant competition in a group of multiple agents. With regard to distributed competition with limited communication among agents, the book presents the first distributed WTA (Winners Take All) protocol, which it subsequently extends to the distributed coordination control of multiple robots. Illustrations, tables, and various simulative examples, as well as a healthy mix of plain and professional language, are used to explain the concepts and complex principles involved. Thus, the book provides readers in neurocomputing and robotics with a deeper understanding of the neural network approach to competition-based problem-solving, offers them an accessible introduction to modeling technology and the distributed coordination control of redundant robots, and equips them to use these technologies and approaches to solve concrete scientific and engineering problems.

Current Catalog

Current Catalog
Author: National Library of Medicine (U.S.)
Publisher:
Total Pages: 1024
Release:
Genre: Medicine
ISBN:

First multi-year cumulation covers six years: 1965-70.

Artificial Neural Networks-Icann '97

Artificial Neural Networks-Icann '97
Author: Wulfram Gerstner
Publisher: Springer Science & Business Media
Total Pages: 1300
Release: 1997-09-29
Genre: Computers
ISBN: 9783540636311

Content Description #Includes bibliographical references and index.

Being and becoming

Being and becoming
Author: Jose Luis Perez Velazquez
Publisher: Springer Nature
Total Pages: 217
Release: 2021-08-25
Genre: Psychology
ISBN: 3030782646

Many people spend considerable time seeking a sense of purpose in life and, concomitant with that, a sense of personal identity. This book demystifies this search, revealing why this search is a fallacy. The purpose is to inform readers about results in neuroscience and biophysics that may guide us to some liberation needed in the current age of great complexity in life with a diverse burden of chores; a deliverance from some afflictions that prevent individuals from achieving the true purpose of our lives. Among these afflictions we find two primordial concerns: the belief and subsequent attachment to a self, and the conviction that life must have a deep purpose in which we are major players. While this is a scientific text, it can easily be read by a lay audience, written with minimal technical jargon and with references to scientific papers enough to satisfy the curious. We have tried to extract the essence of scientific observations such that we can glimpse at those aforementioned concerns about the self and life, observations which help us comprehend what we are and what we become, the being and becoming of our own selves and natural phenomena around us. Jose Luis Perez Velazquez received a PhD in Molecular Physiology & Biophysics. His research seeks principles of biological organisation. He worked at the Hospital for Sick Children in Toronto and was Professor at the University of Toronto. Currently he is a Research Scholar at the Ronin Institute and lives in the natural paradise of Asturias, in Northern Spain. Vera Nenadovic is a nurse practitioner, neuroscientist and entrepreneur. She has 30 years of experience in healthcare from First Nations communities to intensive care units. Her research focuses on predicting brain injury outcomes. She is a clinician and researcher at Holland Bloorview Kids Rehab Hospital. Her startup company BrainsView is commercializing software that analyzes brainwaves to monitor brain function and recovery after head injury. She is married and lives in Toronto, with her husband and Rottweiler.

Computational Science and Its Applications – ICCSA 2017

Computational Science and Its Applications – ICCSA 2017
Author: Osvaldo Gervasi
Publisher: Springer
Total Pages: 802
Release: 2017-07-03
Genre: Computers
ISBN: 3319623923

The six-volume set LNCS 10404-10409 constitutes the refereed proceedings of the 17th International Conference on Computational Science and Its Applications, ICCSA 2017, held in Trieste, Italy, in July 2017. The 313 full papers and 12 short papers included in the 6-volume proceedings set were carefully reviewed and selected from 1052 submissions. Apart from the general tracks, ICCSA 2017 included 43 international workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as computer graphics and virtual reality. Furthermore, this year ICCSA 2017 hosted the XIV International Workshop On Quantum Reactive Scattering. The program also featured 3 keynote speeches and 4 tutorials.

Computational Science and Its Applications – ICCSA 2020

Computational Science and Its Applications – ICCSA 2020
Author: Osvaldo Gervasi
Publisher: Springer Nature
Total Pages: 1091
Release: 2020-09-30
Genre: Computers
ISBN: 3030587991

The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields.

Visual Attention and Cognition

Visual Attention and Cognition
Author: W.H. Zangemeister
Publisher: Elsevier
Total Pages: 413
Release: 1996-09-23
Genre: Psychology
ISBN: 0080545033

The goal of this book is to put together some of the main interdisciplinary aspects that play a role in visual attention and cognition. The book is aimed at researchers and students with interdisciplinary interest. In the first chapter a general discussion of the influential scanpath theory and its implications for human and robot vision is presented. Subsequently, four characteristic aspects of the general theme are dealt with in topical chapters, each of which presents some of the different viewpoints of the various disciplines involved. They cover neuropsychology, clinical neuroscience, modeling, and applications. Each of the chapters opens with a synopsis tying together the individual contributions.

Tutorials in Motor Behavior I

Tutorials in Motor Behavior I
Author: George Stelmach
Publisher: Elsevier
Total Pages: 701
Release: 1987-10-01
Genre: Psychology
ISBN: 0080866557

The contributors to this book are all distinguished, internationally-known specialists working in the motor control and learning area. The result is a unique collection of papers that discuss many aspects of this intricate and diverse subject and at the same time manage to provide the reader with a good overview of the major topics.

Systems Neuroscience

Systems Neuroscience
Author: David Metzler
Publisher: Elsevier
Total Pages: 282
Release: 2012-12-02
Genre: Science
ISBN: 0323157807

Systems Neuroscience is a compilation of interdisciplinary contributions to systems neuroscience — an approach within neuroscience that connects system theory and computer simulation. The compendium contains papers that discusses and elaborates a diverse range of studies in systems neuroscience. The topics in the book include the psychophysical data on human visual perception and memory, and indicates the value of a top-down analysis in relating quantitative measurements of human behavior to the fine-level analysis of the neurophysiology; computer analysis of a neural model of masking and flicker fusion; studies on the properties of differential equations that represent networks of neurons; the development of an interactive computer graphics language for the simulation of concurrent processes such as those occurring in neural networks; and the data structures for internal representations of spatial dimensions in the brain. The book will be a good source of valuable insight for neuroscientists.