Neural network modeling : statistical mechanics and cybernetic perspectives /: statistical mechanics and cybernetic perspectives. (2018)

• Record Type: Book
• Further Information: Note: Perambur S. Neelakanta, Dolores F. De Groff.
• Authors: Neelakanta, Perambur S; De Groff, Dolores F
• Contents: Introduction -- Neural and Brain Complex -- Concepts of Mathematical Neurobiology -- Pseudo-Thermodynamics of Neural Activity -- The Physics of Neural Activity: A Statistical Mechanics Perspective -- Stochastical Dynamics of the Neural Complex -- Neural Field Theory: Quasiparticle Dynamics and Wave Mechanics Analogies of Neural Networks -- Informatic Aspects of Neurocybernetics -- Appendix A: Magnetism and the Ising Spin-Glass Model -- Appendix B: Matrix Methods in Little's Model -- Appendix C: Overlap of Replicas and Replica Symmetry Ansatz.
• Publisher Details: Place of publication not identified : CRC Press
• Publication Date: 2018
• Extent: 1 online resource, illustrations
• Subjects: 006.3; Neural networks (Computer science); Neural networks (Computer science); Neurale netwerken; Neuronales Netz; Stochastisches dynamisches System; Réseaux neronaux (informatique); Cybernétique; Intelligence artificielle
• Languages: English
• ISBNs: 9781351428958; 1351428950
• 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.