Fluctuation Induced Network Control And Learning

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Fluctuation Induced Network Control And Learning

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Author : Masayuki Murata
language : en
Publisher: Springer Nature
Release Date : 2021-03-16

Fluctuation Induced Network Control And Learning written by Masayuki Murata and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-16 with Computers categories.

From theory to application, this book presents research on biologically and brain-inspired networking and machine learning based on Yuragi, which is the Japanese term describing the noise or fluctuations that are inherently used to control the dynamics of a system. The Yuragi mechanism can be found in various biological contexts, such as in gene expression dynamics, molecular motors in muscles, or the visual recognition process in the brain. Unlike conventional network protocols that are usually designed to operate under controlled conditions with a predefined set of rules, the probabilistic behavior of Yuragi-based control permits the system to adapt to unknown situations in a distributed and self-organized manner leading to a higher scalability and robustness. The book consists of two parts. Part 1 provides in four chapters an introduction to the biological background of the Yuragi concept as well as how these are applied to networking problems. Part 2 provides additional contributions that extend the original Yuragi concept to a Bayesian attractor model from human perceptual decision making. In the six chapters of the second part, applications to various fields in information network control and artificial intelligence are presented, ranging from virtual network reconfigurations, a software-defined Internet of Things, and low-power wide-area networks. This book will benefit those working in the fields of information networks, distributed systems, and machine learning who seek new design mechanisms for controlling large-scale dynamically changing systems.

Fluctuation Phenomena Disorder And Nonlinearity Proceedings Of The International Workshop

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Author : Luis Vazquez
language : en
Publisher: World Scientific
Release Date : 1995-05-04

Fluctuation Phenomena Disorder And Nonlinearity Proceedings Of The International Workshop written by Luis Vazquez and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-05-04 with categories.

This book addresses the issues of nonlinearity and disorder. It covers mathematical and numerical techniques as well as applications of nonlinearity and disorder. The analysis of continuous and discrete systems is also shown.

Handbook Of Research On Biomedical Engineering Education And Advanced Bioengineering Learning Interdisciplinary Concepts

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Author : Abu-Faraj, Ziad O.
language : en
Publisher: IGI Global
Release Date : 2012-02-29

Handbook Of Research On Biomedical Engineering Education And Advanced Bioengineering Learning Interdisciplinary Concepts written by Abu-Faraj, Ziad O. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-29 with Technology & Engineering categories.

Description based on: v. 2, copyrighted in 2012.

Agri Food Commodity Chains And Globalising Networks

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Author : Richard Le Heron
language : en
Publisher: Routledge
Release Date : 2016-03-16

Agri Food Commodity Chains And Globalising Networks written by Richard Le Heron and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-16 with Science categories.

Within the international agri-food community at least four theoretical targets are attracting increasing attention. They are: (1) the established notions of networks and commodity chains that are being revisited by way of critical engagement informed by the insights of in-depth empirical work, (2) the metrics of calculation and institutional embedding that underpin the rise and functionality of governance technologies, (3) the place of regional networking in creating conditions that make possible agri-food producer participation in local provisioning and supply, and (4) the geo-historical dimensions of interconnection and interdependency in the agri-food sphere. This volume brings together an interdisciplinary team of anthropologists, economists, business and management academics and geographers to examine a wide range of case studies illustrating various agri-food commodity chains and networks around the world and to discuss how they link globally.

Proceedings Of The Third International Conference On Soft Computing For Problem Solving

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Author : Millie Pant
language : en
Publisher: Springer
Release Date : 2014-07-08

Proceedings Of The Third International Conference On Soft Computing For Problem Solving written by Millie Pant and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-08 with Technology & Engineering categories.

The proceedings of SocProS 2013 serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc. This book will be beneficial for the young as well as experienced researchers dealing with complex and intricate real world problems for which finding a solution by traditional methods is very difficult. The different areas covered in the proceedings are: Image Processing, Cryptanalysis, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Optimization, Problems related to Medical and Health Care, Networking etc.

Cyber Security Intelligence And Analytics

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Author : Zheng Xu
language : en
Publisher: Springer Nature
Release Date : 2022-02-26

Cyber Security Intelligence And Analytics written by Zheng Xu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-26 with Technology & Engineering categories.

This book presents the outcomes of the 2022 4th International Conference on Cyber Security Intelligence and Analytics (CSIA 2022), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber-security, particularly focusing on threat intelligence, analytics, and countering cyber-crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings and novel techniques, methods and applications on all aspects of cyber-security intelligence and analytics. Due to COVID-19, authors, keynote speakers and PC committees will attend the conference online.

Advances In Neural Networks Isnn 2004

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Author : Fuliang Yin
language : en
Publisher: Springer
Release Date : 2011-04-07

Advances In Neural Networks Isnn 2004 written by Fuliang Yin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-07 with Computers categories.

This book constitutes the proceedings of the International Symposium on Neural N- works (ISNN 2004) held in Dalian, Liaoning, China duringAugust 19–21, 2004. ISNN 2004 received over 800 submissions from authors in ?ve continents (Asia, Europe, North America, South America, and Oceania), and 23 countries and regions (mainland China, Hong Kong, Taiwan, South Korea, Japan, Singapore, India, Iran, Israel, Turkey, Hungary, Poland, Germany, France, Belgium, Spain, UK, USA, Canada, Mexico, - nezuela, Chile, andAustralia). Based on reviews, the Program Committee selected 329 high-quality papers for presentation at ISNN 2004 and publication in the proceedings. The papers are organized into many topical sections under 11 major categories (theo- tical analysis; learning and optimization; support vector machines; blind source sepa- tion,independentcomponentanalysis,andprincipalcomponentanalysis;clusteringand classi?cation; robotics and control; telecommunications; signal, image and time series processing; detection, diagnostics, and computer security; biomedical applications; and other applications) covering the whole spectrum of the recent neural network research and development. In addition to the numerous contributed papers, ?ve distinguished scholars were invited to give plenary speeches at ISNN 2004. ISNN 2004 was an inaugural event. It brought together a few hundred researchers, educators,scientists,andpractitionerstothebeautifulcoastalcityDalianinnortheastern China. It provided an international forum for the participants to present new results, to discuss the state of the art, and to exchange information on emerging areas and future trends of neural network research. It also created a nice opportunity for the participants to meet colleagues and make friends who share similar research interests.

Advances In Neural Networks Isnn 2007

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Author : Derong Liu
language : en
Publisher: Springer
Release Date : 2007-07-14

Advances In Neural Networks Isnn 2007 written by Derong Liu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-14 with Computers categories.

This book is part of a three volume set that constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. Coverage includes neural networks for control applications, robotics, data mining and feature extraction, chaos and synchronization, support vector machines, fault diagnosis/detection, image/video processing, and applications of neural networks.

Artificial Intelligence In Real Time Control 1994

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Author : A. Crespo
language : en
Publisher: Elsevier
Release Date : 2014-06-28

Artificial Intelligence In Real Time Control 1994 written by A. Crespo and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-28 with Technology & Engineering categories.

Artificial Intelligence is one of the new technologies that has contributed to the successful development and implementation of powerful and friendly control systems. These systems are more attractive to end-users shortening the gap between control theory applications. The IFAC Symposia on Artificial Intelligence in Real Time Control provides the forum to exchange ideas and results among the leading researchers and practitioners in the field. This publication brings together the papers presented at the latest in the series and provides a key evaluation of present and future developments of Artificial Intelligence in Real Time Control system technologies.

Testbeds And Research Infrastructures For The Development Of Networks And Communications

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Author : Honghao Gao
language : en
Publisher: Springer Nature
Release Date : 2020-03-04

Testbeds And Research Infrastructures For The Development Of Networks And Communications written by Honghao Gao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-04 with Computers categories.

This book constitutes the refereed post-conference proceedings of the 14th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communications, TridentCom 2019, held in December 2019 in Changsha, China. The 10 full papers were selected from 62 submissions and are grouped into three sessions: AI and Internet Computing; QoS, Reliability, Modeling and Testing; and Wireless, Networking and Multimedia Application.