Описание: This book takes the notions of adaptivity and learning from the realm of engineering into the realm of biology and natural processes. It introduces a Hebbian-LMS algorithm, an integration of unsupervised Hebbian learning and supervised LMS learning in neural networks, as a mathematical representation of a general theory for synaptic learning in the brain, and adaptation and functional control of homeostasis in living systems. Written in a language that is able to address students and scientists with different backgrounds, this book accompanies readers on a unique journey through various homeostatic processes in living organisms, such as body temperature control and synaptic plasticity, explaining how the Hebbian-LMS algorithm can help understand them, and suggesting some open questions for future research. It also analyses cell signalling pathways from an unusual perspective, where hormones and hormone receptors are shown to be regulated via the principles of the Hebbian-LMS algorithm. It further discusses addiction and pain, and various kinds of mood disorders alike, showing how they can be modelled with the Hebbian-LMS algorithm. For the first time, the Hebbian-LMS algorithm, which has been derived from a combination of Hebbian theory from the neuroscience field and the LMS algorithm from the engineering field of adaptive signal processing, becomes a potent model for understanding how biological regulation works. Thus, this book is breaking new ground in neuroscience by providing scientists with a general theory for how nature does control synaptic learning. It then goes beyond that, showing that the same principles apply to hormone-mediated regulation of physiological processes. In turn, the book tackles in more depth the concept of learning. It covers computer simulations and strategies for training neural networks with the Hebbian-LMS algorithm, demonstrating that the resulting algorithms are able to identify relationships between unknown input patterns. It shows how this can translate in useful ideas to understand human memory and design cognitive structures. All in all, this book offers an absolutely, unique, inspiring reading for biologists, physiologists, and engineers, paving the way for future studies on what we could call the nature’s secret learning algorithm.
Автор: Huang Yanbo, Zhang Qin Название: Agricultural Cybernetics ISBN: 3030721019 ISBN-13(EAN): 9783030721015 Издательство: Springer Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Agricultural systems are uniquely complex systems, given that agricultural systems are parts of natural and ecological systems.
Описание: This book, dedicated to Professor Georgi M. Dimirovski on his anniversary, contains new research directions, challenges, and many relevant applications related to many aspects within the broadly perceived areas of systems and control, including signal analysis and intelligent systems. The project comprises two volumes with papers written by well known and very active researchers and practitioners. The first volume is focused on more foundational aspects related to general issues in systems science and mathematical systems, various problems in control and automation, and the use of computational and artificial intelligence in the context of systems modeling and control. The second volume is concerned with a presentation of relevant applications, notably in robotics, computer networks, telecommunication, fault detection/diagnosis, as well as in biology and medicine, and economic, financial, and social systems too.
Автор: Novikov, Dmitry A. Название: Reflexion and Control ISBN: 1138024732 ISBN-13(EAN): 9781138024731 Издательство: Taylor&Francis Рейтинг: Цена: 17609.00 р. Наличие на складе: Поставка под заказ.
Автор: Novikov D. a. Название: Cybernetics: From Past to Future ISBN: 3319801325 ISBN-13(EAN): 9783319801322 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is a concise navigator across the history of cybernetics, its state-of-the-art and prospects. A new development stage of cybernetics (the so-called cybernetics 2.0) is discussed as a science on general regularities of systems organization and control.
Автор: Matousek Radek, Kůdela Jakub Название: Recent Advances in Soft Computing and Cybernetics ISBN: 3030616614 ISBN-13(EAN): 9783030616618 Издательство: Springer Рейтинг: Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This monograph is intended for researchers and professionals in the fields of computer science and cybernetics.
Описание: This book includes the original, peer reviewed research articles from the 2nd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2020), held in August, 2020 at Goa, India.
Автор: Greenberg, Michael Название: Cybernetics Perspectives in Systems ISBN: 3031090721 ISBN-13(EAN): 9783031090721 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book contains the refereed proceedings of the Cybernetics Perspectives in Systems session of the 11th Computer Science On-line Conference 2022 (CSOC 2022), which was held in April 2022 online. Papers on modern cybernetics and informatics in the context of networks and systems are an important component of current research issues.
Описание: Important world institutions, such as the United Nations (UN), the World Health Organization (WHO), the International Energy Agency (IEA), and the Organization for Economic Co-operation and Development (OECD), have publicly recognizing the highly interconnected nature of our world and therefore the relevance of systemic thinking and cybernetics as leading knowledge foundations to deal with the complexity of economic, social, and environmental issues. This recognition was the driving force of the Internet discussions held by participants to the World Organisation of Systems and Cybernetics 18th Congress, which last September 27 to 29(WOSC 2021). More than ever we needed to debate and develop current ontological, epistemological, and methodological approaches to the understanding of the future of humanity. WOSC organized this event in collaboration with the Russian Academy of Sciences (RAS). Scientists of this Academy together with scientists from all over the world made contributions to improving communications beyond particular nation states and regions toward the clarification of global issues like governance, health, education, technology, art, and others. Our aim in WOSC 2021 was bringing together scientists and researchers to collaborative debates at all levels from local communities to global societies. At the end of the Congress, scientists were invited to submit contributions to this Springer Nature book, along the following four themes: firstly, philosophical and methodological foundations for the development of the systems approach and cybernetics; secondly, the cybernetics of society, ecology and governance; thirdly, digital technologies and physical realities merging into a hybrid reality , and fourthly, the transdisciplinarity of systems sciences and cybernetics applied to the further development of knowledge areas, such as education, embodiment of social policies, and the arts. About 25 contributions were accepted for publication in this book. We see this as one of WOSC’s important contribution to the scientific community around the world.
Foreword.- List of Contributors.- Part 1: Agile and Turbulence-Suitable Processes for Knowledge and Technology Intensive Organizations.- Part 2: Next-Generation Teaching and Learning Concepts for Universities and the Economy.- Part 3: Cognitive IT-Supported Processes for Heterogeneous and Cooperative Systems.- Part 4: Target Group-Adapted User Models for Innovation and Technology Development Processes.- Part 5: Semantic Networks and Ontologies for Complex Value Chains and Virtual Environments.- Appendix: Monographs and Published Books from IMA/ZLW & IfU.
Автор: Matousek Radek, Kůdela Jakub Название: Recent Advances in Soft Computing and Cybernetics ISBN: 3030616584 ISBN-13(EAN): 9783030616588 Издательство: Springer Цена: 22359.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This monograph is intended for researchers and professionals in the fields of computer science and cybernetics.
Автор: Gunjan Название: Cybernetics, Cognition and Machine Learning Applications ISBN: 9811914834 ISBN-13(EAN): 9789811914836 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book includes the original, peer-reviewed research articles from the 3rd International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA 2021), held in August 21 – 22, 2021, at Goa, India. It covers the latest research trends or developments in areas of data science, artificial intelligence, neural networks, cognitive science and machine learning applications, cyber physical systems and cybernetics.
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