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Neural Network Design and the Complexity of Learning

of the task, reviews current theory on learning, relates the book's model of learning to other models outside the connectionist paradigm, and;

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From Learning Theory to Connectionist Theory: Essays in Honor of William K. Estes, Volume I; From Learning Processes to Cognitive Processes, Volume II

figures in the field -- reflect on Estes' sweeping contributions to mathematical as well as cognitive and experimental psychology. As indicated by;

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From Learning Theory to Connectionist Theory

figures in the field -- reflect on Estes' sweeping contributions to mathematical as well as cognitive and experimental psychology. As indicated by;

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Connectionist Approaches To Clinical Problems in Speech and Language

, language therapy, and speech processing, especially at the engineering level, they focus specifically on applications of connectionist theory to;

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Models of Cognition

communication failure in dialogue, and covers the spectrum of techniques from the purely symbolic to the purely connectionist. The first four chapters;

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Connectionism and Meaning

. Concepts from formal and psychological semantics, the philosophy of mind and computational theory are examined and combined within the burgeoning;

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The Routledge Handbook of Phonological Theory

: rule-based phonology; Optimality Theory; Government Phonology; Dependency Phonology; and connectionist approaches to generative phonology;

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The Routledge Handbook of Phonological Theory

-based phonology; Optimality Theory; Government Phonology; Dependency Phonology; and connectionist approaches to generative phonology; explores;

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Backpropagation

presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical;

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Backpropagation

presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical;

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The Psychology of Associative Learning

application of connectionist models to human learning. The book concludes with an evaluation of the role of rule induction in associative learning;

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The Architecture of Cognition

Philosophers and cognitive scientists reassess systematicity in the post-connectionist era, offering perspectives from ecological;

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Social Learning Theories of Crime

explanation of deviance. Social learning theory is demonstrated to be an explanation that spans the gamut of behaviors from gang activities to drug;

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Problems in the Behavioural Sciences

application of connectionist models to human learning. The book concludes with an evaluation of the role of rule induction in associative learning;

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Connectionist Models in Cognitive Psychology

articles for postgraduates and researchers whilst being of great use to undergraduates with an interest in the area of connectionist modelling.;

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Connectionist Models in Cognitive Psychology

articles for postgraduates and researchers whilst being of great use to undergraduates with an interest in the area of connectionist modelling.;

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Learning Theory

The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety;

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Connectionist-Symbolic Integration

A variety of ideas, approaches, and techniques exist -- in terms of both architecture and learning -- and this abundance seems to lead to;

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Localist Connectionist Approaches to Human Cognition

testing of localist as opposed to distributed connectionist models (models using distributed hidden-unit representations and trained with a;

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Localist Connectionist Approaches to Human Cognition

testing of localist as opposed to distributed connectionist models (models using distributed hidden-unit representations and trained with a;

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Connectionist Approaches to Natural Language Processing

of approaches to issues in these traditional linguistic domains, covering the spectrum from pure connectionist approaches to hybrid models employing a;

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Connectionist Approaches to Natural Language Processing

of approaches to issues in these traditional linguistic domains, covering the spectrum from pure connectionist approaches to hybrid models employing a;

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Introduction To Connectionist Modelling Of Cognitive Process

, the architecture and properties of the most common connectionist models, and how connectionist learning rules work. Part II describes and;

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Connectionism and the Mind

Connectionism and the Mind provides a clear and balanced introduction to connectionist networks and explores theoretical and philosophical;

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Philosophy and Connectionist Theory

as radically different from the more traditional symbol manipulation models. This collection was designed to provide philosophers who;

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Philosophy and Connectionist Theory

as radically different from the more traditional symbol manipulation models. This collection was designed to provide philosophers who;

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The Mind's Staircase

The shortcomings of Piaget's theory of intellectual development are well-known. Less clear is what sort of theory should be devised to;

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