books about: connectionist
books:
Connectionist Psycholinguistics
Ablex Publishing
, 2001
Setting forth the state of the art, leading researchers present a survey on the fast-developing field of Connectionist Psycholinguistics: using connectionist or "neural" networks, which are inspired by brain architecture, to model empirical data on human language processing. Connectionist psycholinguistics has already had a substantial impact on the study of a wide range of aspects of language processing, ranging from inflectional morphology, to ...
Rethinking Innateness: A Connectionist Perspective on Development (Neural Networks and Connectionist Modeling)
3 reviews
Jeffrey L. Elman
,
Elizabeth A. Bates
, ...
The MIT Press
, 1997
Chomsky is dead or at least dying...
Grammar isn't encoded in our genomes. It is learned. The beginnings of the proof are here. This is an important book. Read it and it's companion: Exercises in Rethinking Innateness : A Handbook for Connectionist Simulations; which gives you hands on with the models discussed.
Connectionist-Symbolic Integration: From Unified to Hybrid Approaches
Lawrence Erlbaum
, 1997
A variety of ideas, approaches, and techniques exist -- in terms of both architecture and learning -- and this abundance seems to lead to many exciting possibilities in terms of theoretical advances and application potentials. Despite the apparent diversity, there is clearly an underlying unifying theme: architectures that bring together symbolic and connectionist models to achieve a synthesis and synergy of the two different paradigms, and the ...
Neural Networks in C++: An Object-Oriented Framework for Building Connectionist Systems
5 reviews
Adam Blum
Wiley
, 1992
unclear and full of errors
The book purports to teach object oriented programming AND neural networks, but does neither. (However, it does teach bad programming habits.) The text doesn't explain any of the math or theory beyond the bare equations and the code listing is EXTREMELY unreliable. I've had to make several revisions (variable names and types, function parameters, extra functions, etc) just to get it to ...
Introduction to Connectionist Modelling of Cognitive Processes
1 review
Peter McLeod
,
Kim Plunkett
, ...
Oxford University Press, USA
, 1998
at last i see the light
for 2 years i have been searching for textbooks on artificial intelligence that contain actual skills and techniques you can use here and now. so many books on artificial intelligence seem to be all sizzle and no steak. this book is all steak. finally i have found a book that says "this is what we know how to do. this is how it works. this is how YOU do it." the things that can be done ...
Exploring Cognition: Damaged Brains and Neural Networks: Readings in Cognitive Neuropsychology and ...
Psychology Press
, 2002
Exploring Cognition: Damaged Brains and Neural Networks analyses the contribution made by cognitive neuropsychology and connectionist modeling to theoretical explanations of cognitive processes. Bringing together evidence from both damaged brains and neural networks, this exciting and innovative approach leads to re-evaluation of traditional theories: connectionist models lesioned to mimic the residual function of the damaged brain and ...
Connectionist Modelling In Cognitive Neuropsychology: A Case Study (Essays in Cognitive Psychology)
David C. Plaut
Psychology Press
, 1994
Computational models offer tools for exploring the nature of human cognitive processes. In connectionist, neural network, or parallel distributed processing models, information processing takes the form of cooperative and competitive interactions among many simple, neuron?like processing units. These models provide new ways of thinking about the neural basis of cognitive processes, and how disorders of brain function lead to disorders of ...
Exercises in Rethinking Innateness: A Handbook for Connectionist Simulations (Neural Network Modeling and ...
2 reviews
Kim Plunkett
,
Jeffrey L. Elman
The MIT Press
, 1997
A Great Introduction to Connectionism
Here's a self-contained introduction to connectionist modeling. Easy to read and straight-forward, this text provides software and excercises aimed at stepping a novice through the basics of connectionism. Designed to accompany Rethinking Innateness (1996), these examples provide a glimpse into the world of cognitive modeling. The examples can, at times, be frustrating and the text is in ...
Connectionist Models of Social Reasoning and Social Behavior
Lawrence Erlbaum
, 1998
Although neural network models have had a dramatic impact on the cognitive and brain sciences, social psychology has remained largely unaffected by this intellectual explosion. The first to apply neural network models to social phenomena, this book includes chapters by nearly all of the individuals currently working in this area. Bringing these various approaches together in one place, it allows readers to appreciate the breadth of these ...
The Perception of Multiple Objects: A Connectionist Approach (Neural Network Modelling and Connectionism)
Michael C. Mozer
The MIT Press
, 1991
The Perception of Multiple Objects describes a neurally inspired computational model of two-dimensional object recognition and spatial attention that can explain many characteristics of human visual perception. The model, called MORSEL (named for its ability to perform Multiple Object Recognition and attentional Selection), is unique in providing a broad and unified explanation for a wide range of experimental psychological data on visual ...
Connectionist Models of Cognition and Perception
Will Lowe
World Scientific Publishing Company
, 2002
Proceedings of the Seventh Neural Computation and Psychology Workshop, held September 17-19, 2001 in Brighton, England. For graduate students, academics and researchers in neural computation and psychology.
From Associations to Rules: Connectionist Models of Behavior and Cognition: Proceedings of the Tenth Neural ...
World Scientific Publishing Company
, 2008
This book introduces a host of connectionist models of cognition and behavior. The major areas covered are high-level cognition, language, categorization and visual perception, and sensory and attentional processing. All of the articles cover unpublished research work. The key contribution of this book is that it focuses exclusively on the advances in connectionist modeling in psychology. The papers are relatively short, and were explicitly ...
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