The functional role of critical dynamics in neural systems. (2019)

• Record Type: Book
• Further Information: Note: Nergis Tomen, J. Michael Herrmann, Udo Ernst, editors.
• Editors: Tomen, Nergis; Herrmann, J. Michael; Ernst, Udo
• Contents: Avalanche dynamics and correlations in neural systems.- Playing at the edge of criticality: Expanded whole-brain repertoire of connectome-harmonics.- Complexity of network connectivity promotes self-organized criticality in cortical ensembles.- From neurons to networks: critical slowing down governs information processing across vigilance states.- The challenge of taming a latching network near criticality.- Fading memory, plasticity, and criticality in recurrent networks.- Homeostatic structural plasticity can build critical networks.- Investigating Linear Stability and Criticality in Local Cortical Circuits from Multi-Unit Activity.- Optimal Readout of Neural Activity Near Criticality.- Critical behavior and memory function in a model of spiking neurons with a reservoir of spatio-temporal patterns.- Assessing criticality in experiments.- The role of criticality in flexible visual information processing.- Statistical models of neural activity, criticality, and Zipf's law.
• Publisher Details: Cham : Springer
• Publication Date: 2019
• Copyright Date: 2019
• Extent: 1 online resource (287 pages)
• Subjects: 612.8233; Human information processing; Neurophysiology; Brain -- physiology; Nerve Net -- physiology; Models, Neurological; Nervous System Physiological Phenomena; Human information processing; Neurophysiology
• Languages: English
• ISBNs: 9783030209650
• Related ISBNs: 9783030209643
• 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.