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Herausgeber: 
  • Nergis Tomen
  • J. Michael Herrmann
  • Udo Ernst
  • The Functional Role of Critical Dynamics in Neural Systems 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 14-24 Tagen versandfertig
    Veröffentlichung:  August 2019  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Applications of Nonlinear Dynamics and Chaos Theory / Artificial Intelligence / B / Biomedical and Life Sciences / Computational Intelligence / Dynamics & statics / Neuroscience / Neurosciences / Nonlinear Optics / Nonlinear science / Statistical physics
    ISBN:  9783030209643 
    EAN-Code: 
    9783030209643 
    Verlag:  Springer International Publishing 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  #11 - Springer Series on Bio- and Neurosystems  
    Dimensionen:  H 241 mm / B 160 mm / D 23 mm 
    Gewicht:  629 gr 
    Seiten:  308 
    Zus. Info:  HC runder Rücken kaschiert 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This book offers a timely overview of theories and methods developed by an authoritative group of researchers to understand the link between criticality and brain functioning. Cortical information processing in particular and brain function in general rely heavily on the collective dynamics of neurons and networks distributed over many brain areas. A key concept for characterizing and understanding brain dynamics is the idea that networks operate near a critical state, which offers several potential benefits for computation and information processing. However, there is still a large gap between research on criticality and understanding brain function. For example, cortical networks are not homogeneous but highly structured, they are not in a state of spontaneous activation but strongly driven by changing external stimuli, and they process information with respect to behavioral goals. So far the questions relating to how critical dynamics may support computation in this complex setting, and whether they can outperform other information processing schemes remain open. Based on the workshop "Dynamical Network States, Criticality and Cortical Function", held in March 2017 at the Hanse Institute for Advanced Studies (HWK) in Delmenhorst, Germany, the book provides readers with extensive information on these topics, as well as tools and ideas to answer the above-mentioned questions. It is meant for physicists, computational and systems neuroscientists, and biologists.

      



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