Computational neuroscience and cognitive modelling : a student's introduction to methods and procedures / Britt Anderson.

Format:

Book

Author/Creator:

Anderson, Britt, author.

Series:

Sage research methods.

Language:

English

Subjects (All):

Computational neuroscience.

Cognitive psychology--Mathematical models.

Cognitive psychology.

Mathematical models.

Physical Description:

1 online resource (226 pages) : illustrations

Place of Publication:

London : SAGE Publications Ltd, 2014.

System Details:

text file

Summary:

This unique, self-contained and accessible textbook provides an introduction to computational modelling neuroscience accessible to readers with little or no background in computing or mathematics. Organized into thematic sections, the book spans from modelling integrate and firing neurons to playing the game Rock, Paper, Scissors in ACT-R. This non-technical guide shows how basic knowledge and modern computers can be combined for interesting simulations, progressing from early exercises utilizing spreadsheets, to simple programs in Python. Key Features include: Interleaved chapters that show how traditional computing constructs are simply disguised versions of the spreadsheet methods; Mathematical facts and notation needed to understand the modelling methods are presented at their most basic and are interleaved with biographical and historical notes for context; Numerous worked examples to demonstrate the themes and procedures of cognitive modelling.An excellent text for upper-level undergraduate and postgraduate students taking courses in research methods, computational neuroscience / computational modelling, and cognitive science / neuroscience. It will be especially valuable to psychology students.

Notes:

Includes bibliographical references and index.

Description based on XML content.

Other Format:

Print version :

ISBN:

9781446288061

OCLC:

868279119

Access Restriction:

Restricted for use by site license.