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  • Produktbild: Computational Neuroscience and Cognitive Modelling
  • Produktbild: Computational Neuroscience and Cognitive Modelling

Computational Neuroscience and Cognitive Modelling A Student's Introduction to Methods and Procedures

214,99 €

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.02.2014

Verlag

SAGE Publications

Seitenzahl

242

Maße (L/B/H)

25/17,5/1,8 cm

Gewicht

604 g

Sprache

Englisch

ISBN

978-1-4462-4929-1

Beschreibung

Rezension

For the neuroscientist or psychologist who cringes at the sight of mathematical formulae and whose eyes glaze over at terms like differential equations, linear algebra, vectors, matrices, Bayes rule, and Boolean logic, this book just might be the therapy needed. Britt Anderson guides the reader into the world of computational methods; writing lucidly and grounding this journey with elegantly constructed exercises. His slender book is an invitation to use tools that will help students and scientists think about neural and psychological mechanisms with rigor and precision. Anjan Chatterjee

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

01.02.2014

Verlag

SAGE Publications

Seitenzahl

242

Maße (L/B/H)

25/17,5/1,8 cm

Gewicht

604 g

Sprache

Englisch

ISBN

978-1-4462-4929-1

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Computational Neuroscience and Cognitive Modelling
  • Produktbild: Computational Neuroscience and Cognitive Modelling
  • Chapter 1: Introduction
    PART 1: Modeling Neurons
    Chapter 2: What is a Differential Equation?
    Chapter 3: Numerical Application of a Differential Equation
    Chapter 4: Intermezzo: Computing With Loops
    Chapter 5: Integrate & Fire
    Chapter 6: Intermezzo: Computing With If Statements
    Chapter 7: Hodgkin & Huxley: The Men and Their Model
    Chapter 8: Intermezzo: Computing With Functions
    PART 2: Neural Networks
    Chapter 9: Neural Network Mathematics: Vectors and Matrices
    Chapter 10: Intermezzo: Interactive Computing
    Chapter 11: An Introduction to Neural Networks
    Chapter 12: Intermezzo: Interactive Exploration of the Delta Rule with Octave
    Chapter 13: Auto-associative Memory and the Hopfield Net
    PART 3: Probability and Psychological Models
    Chapter 14: What are the Odds?
    Chapter 15: Decisions as Random Walks
    Chapter 16: Intermezzo: Programming Psychophysical Experiments with Python
    PART 4: Cognitive Modeling as Logic and Rules
    Chapter 17: Boolean Logic
    Chapter 18: Intermezzo: Computing With Functional Languages
    Chapter 19: Production Rules and Cognition
    Chapter 20: Intermezzo: Functional Coding of a Simple Production System
    Chapter 21 ACT-R: A Cognitive Architecture
    Chapter 22: Agent Based Modeling
    Chapter 23: Concluding Remarks