Most Helpful Customer Reviews
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16 of 17 people found the following review helpful:
4.0 out of 5 stars
An introduction, but not a gentle one..., February 6, 2001
What do you expect from a cognitive science book, which neatly separates all the major fields (Cognitive Psychology, Artificial Intelligence, Linguistics, Neuroscience, Philosophy, Language Acquisition, Semantics, Natural Language Processing, Vision), into chapters? First of all, it is not a mile-wide inch-deep book. Quite the contrary, it has remarkable detail, and it's definitely not an easy book for the beginner. However the fragments are not well-connected to each other, and there are no threads of thought one can follow through the text. Probably the most important problem of cognitive science is the gap between the disciplines, and the lack of a common terminology. The authors have adopted an information-processing view, and overstepped this problem rather than solving it. The result is a biased book, which is really nice if you like the information theoretic approach (like I do), but as a course-book, I suggest it as the supplementary reading.
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4 of 5 people found the following review helpful:
5.0 out of 5 stars
A great introduction for a low price, January 14, 2007
This old book is a great introduction to all of the fields that make up cognitive science at a relatively low price, although it could use an updated edition. It takes a computational perspective as it surveys the various areas, and that is good for someone coming from a scientific field. It covers psychology, philosophy, linguistics, and artificial intelligence, relating them all to the field of cognitive science. In spite of the complexity of each of these individual areas, there really are no hard prerequisites for reading it. However, I would recommend you have at least an upper-level undergraduate knowledge of two of the fields covered in order to better see the total interconnection of all the fields. The book probably goes into the most depth in the areas of natural language processing and vision because these are the most computationally complex. This book is not the last word on any of the fields it covers, but it will get you started. I highly recommend it in spite of its age. The following is the book's table of contents:
Chapter 1 What Is Cognitive Science?
1.1 The Cognitive View
1.2 Some Fundamental Concepts
1.3 Information Processes Can Be Analyzed At Several Levels
1.4 Computers In Cognitive Science
1.5 Applied Cognitive Science
1.6 The Interdisciplinary Nature of Cognitive Science
Chapter 2 Cognitive Psychology: The Architecture of the Mind
2.1 The Nature of Cognitive Psychology
2.2 The Notion of Cognitive Architecture
2.3 A Global View of The Cognitive Architecture
2.4 Propositional Representation
2.5 Schematic Representation
2.6 Cognitive Processes, Working Memory, and Attention
2.7 Mental Images
2.8 Automatic and Controlled Processes
2.9 The Acquisition of Skill
2.10 The Connectionist Approach to Cognitive Architecture
Chapter 3 Cognitive Psychology: Further Explorations
3.1 Concepts and Categories
3.2 Memory
3.3 Reasoning
3.4 Problem Solving
Chapter 4 Artificial Intelligence: Knowledge Representation
4.1 The Nature of Artificial Intelligence
4.2 Knowledge Representation
Chapter 5 Artificial Intelligence: Search, Control, and Learning
5.1 Search and Control
5.2 Learning
Chapter 6 Linguistics: The Representation of Language
6.1 The Study of Linguistic Knowledge
6.2 Phonology
6.3 Syntax
6.4 Universals
Chapter 7 Neuroscience: Brain and Cognition
7.1 Introduction to the Study of the Nervous System
7.2 Organization of the Central Nervous System
7.3 Neural Representation
7.4 Neuropsychology
7.5 Computational Neuroscience
Chapter 8 Philosophy: Foundations of Cognitive Science
8.1 Philosophy in Cognitive Science
8.2 The Enterprise of Cognitive Science
8.3 Ontological Issues
8.4 Epistemological Issues
8.5 The State of Cognitive Science
Chapter 9 Language Acquisition
9.1 Milestones in Acquisition
9.2 Theoretical Perspectives
Chapter 10 Semantics
10.1 Semantics and Cognitive Science
10.2 Meaning and Entailment
10.3 Reference
10.4 Sense
10.5 Problems in Possible-Worlds Semantics
10.6 Cognitive and Computational Models of Semantic Processing
Chapter 11 Natural Language Processing
11.1 Preliminaries
11.2 On the Role of Grammar in Language Processing
11.3 Connectionist Models
11.4 On the Role of Discourse
11.5 More on the Role of General Knowledge
11.6 Production
11.7 Conclusion
Chapter 12 Vision
12.1 The Problem of Vision
12.2 Low-Level Visual Processes
12.3 Intermediate Processes and Representations in Vision
12.4 High-Level Visual Processes
12.5 The Architecture of Visual Computation
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1 of 1 people found the following review helpful:
4.0 out of 5 stars
That's SOME introduction!, June 10, 2009
I needed a good introductory text on Cognitive Science for my thesis so I chose Stillings, et al., among others. I have to say that I'm in no position (professionally) to really rate this book, but it is very detailed. I did get some good basic information but then I turned to page two, and well, it just got scary! It's chock full o' info, (more than an introduction in my humble opinion) not for the faint of heart or mind where the cognitive sciences are concerned. Great book, just not for a curious beginner like myself.
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