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Original Essays | July 22, 2014

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The three men lit up in my mind's eye, with footnotes. They were converging on me — and on the object I was carrying — in a way that had... Continue »
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Connectionist Natural Language Processing: Readings from "Connection Science"

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Connectionist Natural Language Processing: Readings from "Connection Science" Cover

 

Synopses & Reviews

Publisher Comments:

Connection science is a new information-processing paradigm which attempts to imitate the architecture and process of the brain, and brings together researchers from disciplines as diverse as computer science, physics, psychology, philosophy, linguistics, biology, engineering, neuroscience and AI. Work in Connectionist Natural Language Processing (CNLP) is now expanding rapidly, yet much of the work is still only available in journals, some of them quite obscure. To make this research more accessible this book brings together an important and comprehensive set of articles from the journal CONNECTION SCIENCE which represent the state of the art in Connectionist natural language processing; from speech recognition to discourse comprehension. While it is quintessentially Connectionist, it also deals with hybrid systems, and will be of interest to both theoreticians as well as computer modellers. Range of topics covered: Connectionism and Cognitive Linguistics Motion, Chomsky's Government-binding Theory Syntactic Transformations on Distributed Representations Syntactic Neural Networks A Hybrid Symbolic/Connectionist Model for Understanding of Nouns Connectionism and Determinism in a Syntactic Parser Context Free Grammar Recognition Script Recognition with Hierarchical Feature Maps Attention Mechanisms in Language Script-Based Story Processing A Connectionist Account of Similarity in Vowel Harmony Learning Distributed Representations Connectionist Language Users Representation and Recognition of Temporal Patterns A Hybrid Model of Script Generation Networks that Learn about Phonological Features Pronunciation in Text-to-Speech Systems

Book News Annotation:

Connectionism is a new information-processing paradigm which attempts to imitate the architecture and process of the brain, and brings together researchers from disciplines as diverse as computer science, physics, psychology, philosophy, linguistics, biology, engineering, neuroscience and AI. This volume brings together a comprehensive set of articles from the journal Connection Science which represent the state of art in connectionist natural language processing.
Annotation c. Book News, Inc., Portland, OR (booknews.com)

Product Details

ISBN:
9780792315421
Author:
Sharkey, Noel
Publisher:
Kluwer Academic Publishers
Subject:
Linguistics
Subject:
Software Engineering - Programming and Languages
Copyright:
Edition Number:
1
Publication Date:
18991231
Binding:
HARDCOVER
Language:
English

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Artificial Intelligence » Natural Language
Computers and Internet » Computers Reference » General
Computers and Internet » Software Engineering » Programming and Languages
History and Social Science » Linguistics » General

Connectionist Natural Language Processing: Readings from "Connection Science" New Hardcover
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