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A Neural Network Model Of Lexical Organisation
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Book Synopsis A Neural Network Model of Lexical Organisation by : Michael Fortescue
Download or read book A Neural Network Model of Lexical Organisation written by Michael Fortescue and published by A&C Black. This book was released on 2009-09-10 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: An engaging study of the mental lexicon: the way in which the form and meaning of words is stored by speakers of specific languages.
Book Synopsis A Neural Network Model of Lexical Organization by : Michael D. Fortescue
Download or read book A Neural Network Model of Lexical Organization written by Michael D. Fortescue and published by . This book was released on 2011 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.
Book Synopsis A Neural Network Model of Lexical Organisation by : Michael Fortescue
Download or read book A Neural Network Model of Lexical Organisation written by Michael Fortescue and published by A&C Black. This book was released on 2011-10-27 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis The Abstraction Engine by : Michael Fortescue
Download or read book The Abstraction Engine written by Michael Fortescue and published by John Benjamins Publishing Company. This book was released on 2017-04-11 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)
Book Synopsis Connectionist Models of Development by : Philip T. Quinlan
Download or read book Connectionist Models of Development written by Philip T. Quinlan and published by Psychology Press. This book was released on 2004-03 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Cognitive Models of Speech Processing by : Gerry Altmann
Download or read book Cognitive Models of Speech Processing written by Gerry Altmann and published by Psychology Press. This book was released on 2018-01-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Cognitive Models of Speech Processing by : Gerry Altmann
Download or read book Cognitive Models of Speech Processing written by Gerry Altmann and published by Psychology Press. This book was released on 1998-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis 50 years after the perceptron, 25 years after PDP: Neural computation in language sciences by : Julien Mayor
Download or read book 50 years after the perceptron, 25 years after PDP: Neural computation in language sciences written by Julien Mayor and published by Frontiers E-books. This book was released on 2014-08-11 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic aims to showcase the state of the art in language research while celebrating the 25th anniversary of the tremendously influential work of the PDP group, and the 50th anniversary of the perceptron. Although PDP models are often the gold standard to which new models are compared, the scope of this Research Topic is not constrained to connectionist models. Instead, we aimed to create a landmark forum in which experts in the field define the state of the art and future directions of the psychological processes underlying language learning and use, broadly defined. We thus called for papers involving computational modeling and original research as well as technical, philosophical, or historical discussions pertaining to models of cognition. We especially encouraged submissions aimed at contrasting different computational frameworks, and their relationship to imaging and behavioral data.
Book Synopsis Semantic Structure in English by : Jim Feist
Download or read book Semantic Structure in English written by Jim Feist and published by John Benjamins Publishing Company. This book was released on 2016-09-07 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Significance in Language by : Jim Feist
Download or read book Significance in Language written by Jim Feist and published by Routledge. This book was released on 2022-01-19 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Subsymbolic Natural Language Processing by : Risto Miikkulainen
Download or read book Subsymbolic Natural Language Processing written by Risto Miikkulainen and published by MIT Press. This book was released on 1993 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Advances in Self-Organizing Maps by : Jorma Laaksonen
Download or read book Advances in Self-Organizing Maps written by Jorma Laaksonen and published by Springer Science & Business Media. This book was released on 2011-06-03 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Self-Organizing Maps, WSOM 2011, held in Espoo, Finland, in June 2011. The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on plenaries; financial and societal applications; theory and methodology; applications of data mining and analysis; language processing and document analysis; and visualization and image processing.
Book Synopsis The Expression of Time by : Wolfgang Klein
Download or read book The Expression of Time written by Wolfgang Klein and published by Walter de Gruyter. This book was released on 2009-03-26 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time is the most fundamental category of human cognition and action, and all human languages have developed many devices to express it. These include verbal categories, such as tense and aspect, but also adverbials, particles, and principles of discourse organisation. This book is intended as a tutorial for the study of how time is expressed in natural languages. Its chapters take the reader through a number of foundational issues, such as the various notions of time and the various means to express it; other chapters are devoted to more specific questions, such as the acquisition of time, its modelling in formal semantics and in computational linguistics, or how its expression can be empirically investigated.
Book Synopsis 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'09) by : Yves Demazeau
Download or read book 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'09) written by Yves Demazeau and published by Springer Science & Business Media. This book was released on 2009-03-08 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is an evolution of the International Workshop on Practical Applications of Agents and Multi-Agent Systems. PAAMS is an international yearly tribune to present, to discuss, and to disseminate the latest developments and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development of Agents and Multi-Agent Systems. This volume presents the papers that have been accepted for the 2009 edition. These articles capture the most innovative results and this year’s trends: Assisted Cognition, E-Commerce, Grid Computing, Human Modelling, Information Systems, Knowledge Management, Agent-Based Simulation, Software Development, Transports, Trust and Security. Each paper has been reviewed by three different reviewers, from an international committee composed of 64 members from 20 different countries. From the 92 submissions received, 35 were selected for full presentation at the conference, and 26 were accepted as posters.
Book Synopsis Towards a Theoretical Framework for Analyzing Complex Linguistic Networks by : Alexander Mehler
Download or read book Towards a Theoretical Framework for Analyzing Complex Linguistic Networks written by Alexander Mehler and published by Springer. This book was released on 2015-07-07 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to advocate and promote network models of linguistic systems that are both based on thorough mathematical models and substantiated in terms of linguistics. In this way, the book contributes first steps towards establishing a statistical network theory as a theoretical basis of linguistic network analysis the boarder of the natural sciences and the humanities. This book addresses researchers who want to get familiar with theoretical developments, computational models and their empirical evaluation in the field of complex linguistic networks. It is intended to all those who are interested in statistical models of linguistic systems from the point of view of network research. This includes all relevant areas of linguistics ranging from phonological, morphological and lexical networks on the one hand and syntactic, semantic and pragmatic networks on the other. In this sense, the volume concerns readers from many disciplines such as physics, linguistics, computer science and information science. It may also be of interest for the upcoming area of systems biology with which the chapters collected here share the view on systems from the point of view of network analysis.
Book Synopsis The Oxford Handbook of Chinese Psychology by : Michael Harris Bond
Download or read book The Oxford Handbook of Chinese Psychology written by Michael Harris Bond and published by . This book was released on 2010 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years China has witnessed unprecedented economic growth, emerging as a powerful, influential player on the global stage. Now, more than ever, there is a great interest and need within the West to better understand the psychological and social processes that characterize the Chinese people. The Oxford Handbook of Chinese Psychology is the first book of its kind - a comprehensive and commanding review of Chinese psychology, covering areas of human functioning with unparalleled sophistication and complexity. In 42 chapters, leading authorities cite and integrate both English and Chinese-language research in topic areas ranging from the socialization of children, mathematics achievement, emotion, bilingualism and Chinese styles of thinking to Chinese identity, personal relationships, leadership processes and psychopathology. With all chapters accessibly written by the leading researchers in their respective fields, the reader of this volume will learn how and why China has developed in the way it has, and how it is likely to develop. In addition, the book shows how a better understanding of a culture so different to our own can tell us so much about our own culture and sense of identity. A book of extraordinary breadth, The Oxford Handbook of Chinese Psychology will become the essential sourcebook for any scholar or practitioner attempting to understand the psychological functioning of the world's largest ethnic group.
Book Synopsis Hybrid Neural Systems by : Stefan Wermter
Download or read book Hybrid Neural Systems written by Stefan Wermter and published by Springer Science & Business Media. This book was released on 2000-03-29 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid neural systems are computational systems which are based mainly on artificial neural networks and allow for symbolic interpretation or interaction with symbolic components. This book is derived from a workshop held during the NIPS'98 in Denver, Colorado, USA, and competently reflects the state of the art of research and development in hybrid neural systems. The 26 revised full papers presented together with an introductory overview by the volume editors have been through a twofold process of careful reviewing and revision. The papers are organized in the following topical sections: structured connectionism and rule representation; distributed neural architectures and language processing; transformation and explanation; robotics, vision, and cognitive approaches.
