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Connectionist modelling and neural network applications had become a major sub-field of cognitive science by the mid-1990s. In this ground-breaking book, originally published in 1995, leading connectionists shed light on current approaches to memory and language modelling at the time. The book is divided into four sections: Memory; Reading; Computation and statistics; Speech and audition. Each section is introduced and set in context by the editors, allowing a wide range of language and memory issues to be addressed in one volume. This authoritative advanced level book will still be of interest for all engaged in connectionist research and the related areas of cognitive science concerned with language and memory.
Connectionist modelling and applications have become a major feature of debate in cognitive psychology. In this book, leading connectionists shed light on current approaches to memory and language modelling.
Connectionist modelling and neural network applications had become a major sub-field of cognitive science by the mid-1990s. In this ground-breaking book, originally published in 1995, leading connectionists shed light on current approaches to memory and language modelling at the time. The book is divided into four sections: Memory; Reading; Computation and statistics; Speech and audition. Each section is introduced and set in context by the editors, allowing a wide range of language and memory issues to be addressed in one volume. This authoritative advanced level book will still be of interest for all engaged in connectionist research and the related areas of cognitive science concerned with language and memory.
The chapters of this volume evaluate models of the short-term retention of knowledge, conceptual knowledge, autobiographical knowledge, transitory mental representations, the neurobiological basis of memory, and age-related changes in human memory.
This book evaluates the involvement of working memory in five central aspects of language processing: vocabulary acquisition, speech production, reading development, skilled reading, and comprehension. The authors draw upon experimental, neuropsychological and developmental evidence in a wide-ranging evaluation of the contribution of two components of working memory to each aspect of language. The two components are the phonological loop, which is specialised for the processing and maintenance of verbal material, and the general-purpose processing system of the central executive. A full introduction to the application of the working memory model to normal adults, neuropsychological patients and children is provided in the two opening chapters. Non-experts within this area will find these chapters particularly useful in providing a clear statement of the current theoretical and empirical status of the working memory model. Each of the following chapters examines the involvement of working memory in one specialised aspect of language processing, in each case integrating the available experimental, neuropsychological and developmental evidence. The book will therefore be of direct relevance to researchers interested in both language processing and memory. Working Memory and Language is unique in that it draws together findings from normal adults, brain-damaged patients, and children. For each of these populations, working memory involvement in language processing ranging from the speech production to comprehension are evaluated. Working Memory and Language provides a comprehensive analysis of just what roles working memory does play in the processing of language.
Published in 1976, Language, Memory, and thought is a valuable contribution to the field of Cognitive Psychology. This book presents a theory about human cognitive functioning, a set of experiments testing that theory, and a review of some of the literature relevant to the theory. The theory is embodied in a computer simulation model called ACT.
Models of Human Memory provides an overview of the state of knowledge on human memory models. The book begins with an introductory chapter on the basic stages of the memory system and the historical roots of memory models. The remaining chapters are organized into five parts. Part I on memory systems covers topics such as a system for perception and memory; multi-trace strength theory of memory; and a model for postperceptual verbal memory that postulates a single memory store, with multiple copies, called replicas, created in memory by rehearsal processes. Part II presents studies phoneme storage and word recognition. Part III on memory for associations examines the storage-retrieval theory for the memorizing processes and presents simple model of short-term memory (STM) for paired associates. Part IV on storage and retrieval mechanisms deals with mechanisms of repetition and rehearsal in short-term memory; models of recall and recognition; and memory search models. Part V presents a theory of human long-term associative memory; and examines conceptual and methodological interactions between information-processing investigations of cognitive activity and attempts to build models of memory.
This volume offers a collection of theoretical perspectives in the area of short-term memory. It contains overviews of models of short-term memory, with particular emphasis placed on the detailed description of the functioning of the models. The volume represents both computational approaches and theories expressed in more traditional verbal form. Models represented in the volume also cover both developmental and neuropsychological perspectives on short-term memory.; This book should appeal to active researchers in the area of memory, to graduate students, and to academics who wish to update their knowledge of this fast- developing are of research and theory. Final year undergraduates may also find this book of interest.