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: 36960.00 T 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.
Автор: Michel Belanger; Название: Multidisciplinary perspectives on representational pluralism in human cognition : ISBN: 1032039582 ISBN-13(EAN): 9781032039589 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Название: Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications ISBN: 113888281X ISBN-13(EAN): 9781138882812 Издательство: Taylor&Francis Рейтинг: Цена: 58170.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Westermann Gert Et Al Название: Integrating Computation And Cognition - Proceedings Of The 14Th Neural Computation And Psychology Workshop ISBN: 9814699330 ISBN-13(EAN): 9789814699334 Издательство: World Scientific Publishing Цена: 136230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
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: 60220.00 T 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: 168430.00 T 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.
Previously, artificial neural networks have been used to capture only the informal properties of music. However, cognitive scientist Michael Dawson found that by training artificial neural networks to make basic judgments concerning tonal music, such as identifying the tonic of a scale or the quality of a musical chord, the networks revealed formal musical properties that differ dramatically from those typically presented in music theory. For example, where Western music theory identifies twelve distinct notes or pitch-classes, trained artificial neural networks treat notes as if they belong to only three of four different pitch-classes, a wildly different interpretation of the components of tonal music.
Intended to introduce readers to the use of artificial neural networks in the study of music, this volume contains numerous case studies and research findings that address problems related to identifying scales, keys, classifying musical chords, and learning jazz chord progressions. A detailed analysis of networks is provided for each case study which together demonstrate that focusing on the internal structure of trained networks could yield important contributions to the field of music cognition.
Автор: Hiesinger, Peter Robin Название: Self-assembling brain ISBN: 0691241694 ISBN-13(EAN): 9780691241692 Издательство: Wiley Рейтинг: Цена: 21120.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Presenting a unique perspective on state-of-the-art physical gels, this interdisciplinary guide highlights recent developments and provides the information needed to understand current and future practical applications. It shows the interconnections between the key aspects of gels, from molecules and structure through to rheological and functional properties.
Автор: Werbos, Paul Название: World Congress on Neural Networks ISBN: 1138012335 ISBN-13(EAN): 9781138012332 Издательство: Taylor&Francis Рейтинг: Цена: 35720.00 T Наличие на складе: Нет в наличии.
Автор: Huttenlocher Название: Neural Plasticity ISBN: 0674007433 ISBN-13(EAN): 9780674007437 Издательство: Harvard University Press Рейтинг: Цена: 99840.00 T 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.
Название: Computational social psychology ISBN: 113895165X ISBN-13(EAN): 9781138951655 Издательство: Taylor&Francis Рейтинг: Цена: 54090.00 T 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.
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