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Cognition, Brain, & Behavior

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Understanding the Mind by Simulating the Brain

The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex.

A Philosophical Introduction

This is the only contemporary text to cover both epistemology and philosophy of mind at an introductory level. It also serves as a general introduction to philosophy: it discusses the nature and methods of philosophy as well as basic logical tools of the trade.

In this introductory-level linguistics text, Steven E. Weisler and Slavko Milekic develop a theoretically motivated analysis of language with an emphasis on grammar construction and argumentation. They introduce the theory of language, sounds, words, sentences, and meaning, as well as language and the brain.The text is available either in hard-copy form or as a CD-ROM.

Philosophical Essays

A great deal of interest and excitement surround the interface between the philosophy of biology and the philosophy of psychology, yet the area is neither well defined nor well represented in mainstream philosophical publications. This book is perhaps the first to open a dialogue between the two disciplines.

Making Sense of People

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations.

Core Readings
Photons to Phenomenology

This book revolutionizes how vision can be taught to undergraduate and graduate students in cognitive science, psychology, and optometry. It is the first comprehensive textbook on vision to reflect the integrated computational approach of modern research scientists. This new interdisciplinary approach, called "vision science," integrates psychological, computational, and neuroscientific perspectives.

An Introduction to Psychoacoustics
Edited by Perry R. Cook

How hearing works and how the brain processes sounds entering the ear to provide the listener with useful information are of great interest to psychologists, cognitive scientists, and musicians. However, while a number of books have concentrated on individual aspects of this field, known as psychoacoustics, there has been no comprehensive introductory coverage of the multiple topics encompassed under the term. Music, Cognition, and Computerized Sound is the first book to provide that coverage, and it does so via a unique and useful approach.

Most cognitive psychology texts are organized around empirical findings on standard substantive topics such as perception, memory, vision, and language. This book is the first to introduce the study of cognition in terms of the major conceptual themes that underlie virtually all the substantive topics. Taking a dialectical approach, the chapters contrast alternative approaches to the underlying themes (e.g., domain-generality vs. domain-specificity), then show how a synthesis of the two approaches provides the best understanding.

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