Mathematical Perspectives on Neural Networks, Smolensky, Paul
Автор: Hiesinger Peter Robin Название: The Self-Assembling Brain: How Neural Networks Grow Smarter ISBN: 0691181225 ISBN-13(EAN): 9780691181226 Издательство: Wiley Рейтинг: Цена: 5544.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
What neurobiology and artificial intelligence tell us about how the brain builds itself
How does a neural network become a brain? While neurobiologists investigate how nature accomplishes this feat, computer scientists interested in artificial intelligence strive to achieve this through technology. The Self-Assembling Brain tells the stories of both fields, exploring the historical and modern approaches taken by the scientists pursuing answers to the quandary: What information is necessary to make an intelligent neural network? As Peter Robin Hiesinger argues, "the information problem" underlies both fields, motivating the questions driving forward the frontiers of research. How does genetic information unfold during the years-long process of human brain development--and is there a quicker path to creating human-level artificial intelligence? Is the biological brain just messy hardware, which scientists can improve upon by running learning algorithms on computers? Can AI bypass the evolutionary programming of "grown" networks? Through a series of fictional discussions between researchers across disciplines, complemented by in-depth seminars, Hiesinger explores these tightly linked questions, highlighting the challenges facing scientists, their different disciplinary perspectives and approaches, as well as the common ground shared by those interested in the development of biological brains and AI systems. In the end, Hiesinger contends that the information content of biological and artificial neural networks must unfold in an algorithmic process requiring time and energy. There is no genome and no blueprint that depicts the final product. The self-assembling brain knows no shortcuts. Written for readers interested in advances in neuroscience and artificial intelligence, The Self-Assembling Brain looks at how neural networks grow smarter.
Описание: Bringing together diverse theoretical and empirical contributions from the fields of social and cognitive psychology, philosophy, and science education, this volume explores representational pluralism as a phenomenon characteristic of human cognition.
Описание: The world is witnessing the rapid evolution of its own nervous system by an unparalleled growth in communication technology. Like the evolution of the nervous systems in animals, this growth is being driven by a survival-of-the-fittest-mechanism. In telecommunications, the entities that fuel this growth are companies and nations who compete with each other. Companies with superior information systems can outrun and outsmart others because they serve their customers better. On the threshold of an explosion in the variety, speed and usefulness of telecommunication networks, neural network researchers can make important contributions to this emerging new telecommunications infrastructure. The first International Workshop on Applications of Neural Networks to Telecommunications (IWANNT) was planned in response to the telecommunications industry's needs for new adaptive technologies. This workshop featured 50 talks and posters that were selected by an organizing committee of experts in both telecommunications and neural networks. These proceedings will also be available on-line in an electronic format providing multimedia figures, cross-referencing, and annotation.
Описание: This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK.
Название: Computational social psychology ISBN: 113895165X ISBN-13(EAN): 9781138951655 Издательство: Taylor&Francis Рейтинг: Цена: 8114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computational Social Psychology showcases a new approach to social psychology that enables theorists and researchers to implemented and test models of processes using the power of high speed computing technology and sophisticated software.
Автор: Yu, Francis T.s. (pennsylvania State University, University Park, Usa) Yu, Edward H. Yu, Ann G. Название: Art of learning ISBN: 0815361297 ISBN-13(EAN): 9780815361299 Издательство: Taylor&Francis Рейтинг: Цена: 9033.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The art of learning, associative, cognitive, and creative learning are stated and defined. Learning simplicity, information content as related to neural network learning are discussed. Additionally, the author discusses neural plasticity and adaptability in smarter neural networks.
Название: Computational Social Psychology ISBN: 1138951641 ISBN-13(EAN): 9781138951648 Издательство: Taylor&Francis Рейтинг: Цена: 25265.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computational Social Psychology showcases a new approach to social psychology that enables theorists and researchers to implemented and test models of processes using the power of high speed computing technology and sophisticated software.
Описание: Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This modern treatment of real world cases offers neuroscience researchers and graduate students a comprehensive, in-depth guide to statistical and machine learning methods.
Автор: Saxe Название: Cultural Development of Mathematical Ideas ISBN: 1107685699 ISBN-13(EAN): 9781107685697 Издательство: Cambridge Academ Рейтинг: Цена: 6019.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Through an ethnographic study of a Papua New Guinea cultural group, Geoffrey Saxe traces the emergence of numerical representations and ideas as people participate in collective practices of daily life. His findings will be useful for understanding shifting representational forms and emerging cognitive functions in any human community.
Автор: Huttenlocher Название: Neural Plasticity ISBN: 0674007433 ISBN-13(EAN): 9780674007437 Издательство: Harvard University Press Рейтинг: Цена: 23450.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Neural plasticity--the brain`s ability to change in response to normal developmental processes, experience, and injury--is a critically important phenomenon for both neuroscience and psychology. This book is a unique contribution to research and to the literature on clinical neuroscience.
Автор: Subbotsky Eugene Название: Science and Magic in the Modern World ISBN: 1138591459 ISBN-13(EAN): 9781138591455 Издательство: Taylor&Francis Рейтинг: Цена: 6889.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Science and Magic in the Modern World is a unique text that explores the role of magical thinking in everyday life. It provides an excellent psychological look at the subconscious belief in magic in both popular culture and society, as well as experimental research that considers human consciousness as a derivative of belief in the supernatural.
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