A Neural Network Model Of Lexical Organisation
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A Neural Network Model Of Lexical Organisation
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Author : Michael Fortescue
language : en
Publisher: A&C Black
Release Date : 2009-09-10
A Neural Network Model Of Lexical Organisation written by Michael Fortescue and has been published by A&C Black this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-10 with Language Arts & Disciplines categories.
An engaging study of the mental lexicon: the way in which the form and meaning of words is stored by speakers of specific languages.
A Neural Network Model Of Lexical Organisation
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Author : Michael Fortescue
language : en
Publisher: A&C Black
Release Date : 2011-10-27
A Neural Network Model Of Lexical Organisation written by Michael Fortescue and has been published by A&C Black this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-27 with Language Arts & Disciplines categories.
This is an engaging study of the mental lexicon: the way in which the form and meaning of words is stored by speakers of specific languages. Fortescue attempts to narrow the gap between the results of experimental neurology and the concerns of theoretical linguistics in the area of lexical semantics. The prime goal as regards linguistic theory is to show how matters of lexical organization can be analysed and discussed within a neurologically informed framework that is both adaptable and constrained. It combines the perspectives of distributed network modelling and linguistic semantics, and draws upon the accruing evidence from neuroimaging studies as regards the cortical regions involved. It engages with a number of controversial current issues in both disciplines. This text is intended as a tool for linguists interested in psychological adequacy and the latest advances in Cognitive Science. It provides a principled means of distinguishing those semantic features required by a mental lexicon that have a direct bearing on grammar from those that do not. A Neural Network Model of Lexical Organisation is essential reading for researchers in neurolinguistics and lexical semantics.
A Neural Network Model Of Lexical Organization
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Author : Michael D. Fortescue
language : en
Publisher:
Release Date : 2011
A Neural Network Model Of Lexical Organization written by Michael D. Fortescue and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.
"The subject matter of this book is the mental lexicon, that is, the way in which the form and meaning of words is stored by speakers of specific languages. This book attempts to narrow the gap between the results of experimental neurology and the concerns of theoretical linguistics in the area of lexical semantics. The prime goal as regards linguistic theory is to show how matters of lexical organization can be analysed and discussed within a neurologically informed framework that is both adaptable and constrained. It combines the perspectives of distributed network modelling and linguistic semantics, and draws upon the accruing evidence from neuroimaging studies as regards the cortical regions involved. It engages with a number of controversial current issues in both disciplines. The book is intended as a tool for linguists interested in psychological adequacy and the latest advances in cognitive science. It provides a principled means of distinguishing those semantic features required by a mental lexicon that have a direct bearing on grammar from those that do not. It will appeal to researchers in neurolinguistics and lexical semantics."--p. 4 of cover.
Cognitive Models Of Speech Processing
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Author : Gerry Altmann
language : en
Publisher: Psychology Press
Release Date : 1998-02
Cognitive Models Of Speech Processing written by Gerry Altmann and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-02 with Computational linguistics categories.
This collection of papers and abstracts stems from the third meeting in the series of Sperlonga workshops on Cognitive Models of Speech Processing. It presents current research on the structure and organization of the mental lexicon, and on the processes that access that lexicon. The volume starts with discussion of issues in acquisition and consideration of questions such as, 'What is the relationship between vocabulary growth and the acquisition of syntax?', and, 'How does prosodic information, concerning the melodies and rhythms of the language, influence the processes of lexical and syntactic acquisition?'. From acquisition, the papers move on to consider the manner in which contemporary models of spoken word recognition and production can map onto neural models of the recognition and production processes. The issue of exactly what is recognised, and when, is dealt with next - the empirical findings suggest that the function of something to which a word refers is accessed with a different time-course to the form of that something. This has considerable implications for the nature, and content, of lexical representations. Equally important are the findings from the studies of disordered lexical processing, and two papers in this volume address the implications of these disorders for models of lexical representation and process (borrowing from both empirical data and computational modelling). The final paper explores whether neural networks can successfully model certain lexical phenomena that have elsewhere been assumed to require rule-based processes.
Cognitive Models Of Speech Processing
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Author : Gerry Altmann
language : en
Publisher: Psychology Press
Release Date : 2018-01-24
Cognitive Models Of Speech Processing written by Gerry Altmann and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-24 with categories.
This collection of papers and abstracts stems from the third meeting in the series of Sperlonga workshops on Cognitive Models of Speech Processing. It presents current research on the structure and organization of the mental lexicon, and on the processes that access that lexicon. The volume starts with discussion of issues in acquisition and consideration of questions such as, 'What is the relationship between vocabulary growth and the acquisition of syntax?', and, 'How does prosodic information, concerning the melodies and rhythms of the language, influence the processes of lexical and syntactic acquisition?'. From acquisition, the papers move on to consider the manner in which contemporary models of spoken word recognition and production can map onto neural models of the recognition and production processes. The issue of exactly what is recognised, and when, is dealt with next - the empirical findings suggest that the function of something to which a word refers is accessed with a different time-course to the form of that something. This has considerable implications for the nature, and content, of lexical representations. Equally important are the findings from the studies of disordered lexical processing, and two papers in this volume address the implications of these disorders for models of lexical representation and process (borrowing from both empirical data and computational modelling). The final paper explores whether neural networks can successfully model certain lexical phenomena that have elsewhere been assumed to require rule-based processes.
Subsymbolic Natural Language Processing
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Author : Risto Miikkulainen
language : en
Publisher: MIT Press
Release Date : 1993
Subsymbolic Natural Language Processing written by Risto Miikkulainen and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
Risto Miikkulainen draws on recent connectionist work in language comprehension tocreate a model that can understand natural language. Using the DISCERN system as an example, hedescribes a general approach to building high-level cognitive models from distributed neuralnetworks and shows how the special properties of such networks are useful in modeling humanperformance. In this approach connectionist networks are not only plausible models of isolatedcognitive phenomena, but also sufficient constituents for complete artificial intelligencesystems.Distributed neural networks have been very successful in modeling isolated cognitivephenomena, but complex high-level behavior has been tractable only with symbolic artificialintelligence techniques. Aiming to bridge this gap, Miikkulainen describes DISCERN, a completenatural language processing system implemented entirely at the subsymbolic level. In DISCERN,distributed neural network models of parsing, generating, reasoning, lexical processing, andepisodic memory are integrated into a single system that learns to read, paraphrase, and answerquestions about stereotypical narratives.Miikkulainen's work, which includes a comprehensive surveyof the connectionist literature related to natural language processing, will prove especiallyvaluable to researchers interested in practical techniques for high-level representation,inferencing, memory modeling, and modular connectionist architectures.Risto Miikkulainen is anAssistant Professor in the Department of Computer Sciences at The University of Texas atAustin.
The Abstraction Engine
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Author : Michael Fortescue
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2017-04-11
The Abstraction Engine written by Michael Fortescue and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-11 with Language Arts & Disciplines categories.
The main thesis of this book is that abstraction, far from being confined to higher forms of cognition, language and logical reasoning, has actually been a major driving force throughout the evolution of creatures with brains. It is manifest in emotive as well as rational thought. Wending its way through the various facets of abstraction, the book attempts to clarify – and relate – the often confusing meanings of the word ‘abstract’ that one may encounter even within the same discipline. The unusual synoptic approach, which draws upon research in psychology, neural network theory, child language acquisition, philosophy and consciousness studies, as well as a variety of linguistic disciplines, cannot be compared directly to other books on the market that touch upon just one particular aspect of abstraction. It is aimed at a wide readership – anyone interested in the nature of abstraction and the cognitive processing and purpose behind it. (series A)
Semantic Structure In English
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Author : Jim Feist
language : en
Publisher: John Benjamins Publishing Company
Release Date : 2016-09-07
Semantic Structure In English written by Jim Feist and has been published by John Benjamins Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-07 with Language Arts & Disciplines categories.
Syntax puts our meaning (“semantics”) into sentences, and phonology puts the sentences into the sounds that we hear and there must, surely, be a structure in the meaning that is expressed in the syntax and phonology. Some writers use the phrase “semantic structure”, but are referring to conceptual structure; since we can express our conceptual thought in many different linguistic ways, we cannot equate conceptual and semantic structures. The research reported in this book shows semantic structure to be in part hierarchic, fitting the syntax in which it is expressed, and partly a network, fitting the nature of the mind, from which it springs. It is complex enough to provide for the emotive and imaginative dimensions of language, and for shifts of standard meanings in context, and the “rules” that control them. Showing the full structure of English semantics requires attention to many currently topical issues, and since the underlying theory is fresh, there are fresh implications for them. The most important of those issues is information structure, which is given full treatment, showing its overall structure, and its relation to semantics and the whole grammar of English.
Connectionist Models Of Development
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Author : Philip T. Quinlan
language : en
Publisher: Taylor & Francis
Release Date : 2003
Connectionist Models Of Development written by Philip T. Quinlan and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.
Connectionist Models of Development is an edited collection of essays on the current work concerning connectionist or neural network models of human development. The brain comprises millions of nerve cells that share myriad connections, and this book looks at how human development in these systems is typically characterised as adaptive changes to the strengths of these connections. The traditional accounts of connectionist learning, based on adaptive changes to weighted connections, are explored alongside the dynamic accounts in which networks generate their own structures as learning proceeds. Unlike most connectionist accounts of psychological processes which deal with the fully-mature system, this text brings to the fore a discussion of developmental processes. To investigate human cognitive and perceptual development, connectionist models of learning and representation are adopted alongside various aspects of language and knowledge acquisition. There are sections on artificial intelligence and how computer programs have been designed to mimic the development processes, as well as chapters which describe what is currently known about how real brains develop. This book is a much-needed addition to the existing literature on connectionist development as it includes up-to-date examples of research on current controversies in the field as well as new features such as genetic connectionism and biological theories of the brain. It will be invaluable to academic researchers, post-graduates and undergraduates in developmental psychology and those researching connectionist/neural networks as well as those in related fields such as psycholinguistics.
Significance In Language
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Author : Jim Feist
language : en
Publisher: Routledge
Release Date : 2022-01-19
Significance In Language written by Jim Feist and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-19 with Language Arts & Disciplines categories.
This book offers a unique perspective on meaning in language, broadening the scope of existing understanding of meaning by introducing a comprehensive and cohesive account of meaning that draws on a wide range of linguistic approaches. The volume seeks to build up a complete picture of what meaning is, different types of meaning, and different ways of structuring the same meaning across myriad forms and varieties of language across such domains, such as everyday speech, advertising, humour, and academic writing. Supported by data from psycholinguistic and neurolinguistic research, the book combines different approaches from scholarship in semantics, including formalist, structuralist, cognitive, functionalist, and semiotics to demonstrate the ways in which meaning is expressed in words but also in word order and intonation. The book argues for a revised conceptualisation of meaning toward presenting a new perspective on semantics and its wider study in language and linguistic research. This book will appeal to scholars interested in meaning in language in such fields as linguistics, semantics, and semiotics. The Open Access version of this book, available at http://www.taylorfrancis.com has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.