Learning in Natural and Connectionist Systems, R.H. Phaf
Автор: Pierce Benjamin A Название: Genetics Essentials. Concepts and Connections. - 3th ed. ISBN: 1464190755 ISBN-13(EAN): 9781464190759 Издательство: Springer Рейтинг: Цена: 9083.00 р. Наличие на складе: Поставка под заказ.
Описание: Derived from Ben Pierce's popular and acclaimed Genetics: A Conceptual Approach, this streamlined text covers basic transmission, molecular, and population genetics.
Автор: R.H. Phaf Название: Learning in Natural and Connectionist Systems ISBN: 0792326857 ISBN-13(EAN): 9780792326854 Издательство: Springer Рейтинг: Цена: 25848.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Modern research in neural networks has led to artificial learning systems, while work in the psychology of human memory has revealed much about how natural systems really learn, including the role of unconscious, implicit, memory processes. This book, combining the approaches, contributes to their mutual benefit.
Автор: Robert M. French; Jacques P. Sougne Название: Connectionist Models of Learning, Development and Evolution ISBN: 1852333545 ISBN-13(EAN): 9781852333546 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents neural network modelling in the areas of evolution, learning, and development. This book, organized in six sections, covers the neural basis of cognition; development and category learning; implicit learning; social cognition; and, semantics. It also covers artificial intelligence, mathematics, psychology, neurobiology, and philosophy.
Описание: Collects together most of the papers presented at the Twelfth Neural Computation and Psychology Workshop (NCPW12) held in 2010 at Birkbeck College (England). This book covers a wide range of research topics in neural computation and psychology, including cognitive development, language processing, higher-level cognition, and more.
Автор: Houghton George Название: Connectionist Models in Cognitive Psychology ISBN: 0415646901 ISBN-13(EAN): 9780415646901 Издательство: Taylor&Francis Рейтинг: Цена: 7961.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A state-of-the-art review of neural network modelling in core areas of cognitive psychology including: memory and learning, language (written and spoken), cognitive development, cognitive control, attention and action.
Автор: Marco Catani and Michel Thiebaut de Schotten Название: Atlas of Human Brain Connections ISBN: 0198729375 ISBN-13(EAN): 9780198729372 Издательство: Oxford Academ Рейтинг: Цена: 18216.00 р. Наличие на складе: Поставка под заказ.
Описание: One of the major challenges of modern neuroscience is to define the complex pattern of neural connections that underlie cognition and behaviour. This atlas capitalises on novel diffusion MRI tractography methods to provide a comprehensive overview of connections derived from virtual in vivo tractography dissections of the human brain.
Описание: Based on conference proceedings, this book presents revised papers. Also included, and written with the novice reader in mind, is an introductory survey by the volume editors. The volume presents the state of the art in current approaches to NLP.
Автор: David Touretzky Название: Connectionist Approaches to Language Learning ISBN: 1461367921 ISBN-13(EAN): 9781461367925 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: David Touretzky Название: Connectionist Approaches to Language Learning ISBN: 0792392167 ISBN-13(EAN): 9780792392163 Издательство: Springer Рейтинг: Цена: 18161.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: arise automatically as a result of the recursive structure of the task and the continuous nature of the SRN's state space. Elman also introduces a new graphical technique for study- ing network behavior based on principal components analysis. He shows that sentences with multiple levels of embedding produce state space trajectories with an intriguing self- similar structure. The development and shape of a recurrent network's state space is the subject of Pollack's paper, the most provocative in this collection. Pollack looks more closely at a connectionist network as a continuous dynamical system. He describes a new type of machine learning phenomenon: induction by phase transition. He then shows that under certain conditions, the state space created by these machines can have a fractal or chaotic structure, with a potentially infinite number of states. This is graphically illustrated using a higher-order recurrent network trained to recognize various regular languages over binary strings. Finally, Pollack suggests that it might be possible to exploit the fractal dynamics of these systems to achieve a generative capacity beyond that of finite-state machines.
Описание: This title presents the most comprehensive existing "case study" of how the effects of damage in connectionist models can replicate the patterns of cognitive impairments that can arise in humans as a result of brain damage.
Автор: Noel Sharkey Название: Connectionist Natural Language Processing ISBN: 9401051607 ISBN-13(EAN): 9789401051606 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: David Ackley Название: A Connectionist Machine for Genetic Hillclimbing ISBN: 1461291925 ISBN-13(EAN): 9781461291923 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In the "black box function optimization" problem, a search strategy is required to find an extremal point of a function without knowing the structure of the function or the range of possible function values.
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