ENGLISH

Neural Modeling of Speech Processing and Speech Learning: An Introduction

By Bernd J. Kröger , Trevor Bekolay

Book information

Publisher
Springer International Publishing
Year
2019
ISBN
978-3-030-15852-1;978-3-030-15853-8
Language
english
Format
PDF
Filesize
14 MB (14235755 bytes)
Edition
1st ed.
Pages
XI, 280\282
Time added
2019-09-18 12:18:21
Biomedicine; Neurosciences; Neurobiology; MathematModeling and Theory Building; Models and Principle

Description

This book explores the processes of spoken language production and perception from a neurobiological perspective. After presenting the basics of speech processing and speech acquisition, a neurobiologically-inspired and computer-implemented neural model is described, which simulates the neural processes of speech processing and speech acquisition. This book is an introduction to the field and aimed at students and scientists in neuroscience, computer science, medicine, psychology and linguistics. Front Matter ....Pages i-xi Introduction (Bernd J. Kröger, Trevor Bekolay)....Pages 1-5 Front Matter ....Pages 7-7 Speech Production (Bernd J. Kröger, Trevor Bekolay)....Pages 9-47 Speech Perception and Comprehension (Bernd J. Kröger, Trevor Bekolay)....Pages 49-70 Speech Acquisition (Bernd J. Kröger, Trevor Bekolay)....Pages 71-84 Front Matter ....Pages 85-85 Anatomical and Functional Structure of the Nervous System (Bernd J. Kröger, Trevor Bekolay)....Pages 87-131 Neural Modeling: The STAA Approach (Bernd J. Kröger, Trevor Bekolay)....Pages 133-159 Neural Modeling: The NEF Approach (Bernd J. Kröger, Trevor Bekolay)....Pages 161-222 Front Matter ....Pages 223-223 A Selection of Literature on Models (Bernd J. Kröger, Trevor Bekolay)....Pages 225-237 The LS Model (Lexicon-Syllabary Model) (Bernd J. Kröger, Trevor Bekolay)....Pages 239-262 Back Matter ....Pages 263-280

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