Computational neuroscience and cognitive modelling : a student's introduction to methods and procedures /: a student's introduction to methods and procedures. (2014)

• Record Type: Book
• Further Information: Note: Britt Anderson.
• Authors: Anderson, Britt
• Contents: 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
• Publisher Details: London : SAGE Publications Ltd
• Publication Date: 2014
• Extent: 1 online resource (240 pages)
• Subjects: 612.8; Computational neuroscience; Cognitive psychology -- Mathematical models; Computational Biology; Neurosciences -- methods; Cognition; Models, Neurological; Forschungsmethode; Kognitive Psychologie; Modellierung; Neuropsychologie; Hirnforschung; Hirnstrom; Health and Wellbeing
• Languages: English
• ISBNs: 9781446297360; 1446297365
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.