Introduction to neural and cognitive modeling. (2018)

• Record Type: Book
• Further Information: Note: Daniel S. Levine.
• Authors: Levine, Daniel S
• Contents: Contents Part I: Foundations of Neural Network Theory Chapter 1: Neural Networks for Modeling Behavior Chapter 2: Historical Outline Chapter 3: Associative Learning and Synaptic Plasticity Chapter 4: Competition, Lateral Inhibition, and Short-Term Memory Part II: Computational Cognitive Neuroscience Chapter 5: Progress in Cognitive Neuroscience Chapter 6: Models of Conditioning and Reinforcement Learning Chapter 7: Models of Coding, Categorization, and Unsupervised Learning Chapter 8: Models of Supervised Pattern and Category Learning Chapter 9: Models of Complex Mental Functions Appendices Appendix 1: Mathematical Techniques for Neural Networks Appendix 2: Basic Facts of Neurobiology References
• Edition: Third edition
• Publisher Details: London : Routledge
• Publication Date: 2018
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 612.82; Neural networks (Neurobiology); Neural networks (Computer science)
• Languages: English
• ISBNs: 9780429828799; 9780429828805; 9780429828782; 9780429448805
• Related ISBNs: 9781848726475; 9781848726482
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• 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.