The Functional Role of Critical Dynamics in Neural Systems is popular PDF and ePub book, written by Nergis Tomen in 2019-07-23, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, The Functional Role of Critical Dynamics in Neural Systems can be Read Online from any device for your convenience.

The Functional Role of Critical Dynamics in Neural Systems Book PDF Summary

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.

Detail Book of The Functional Role of Critical Dynamics in Neural Systems PDF

The Functional Role of Critical Dynamics in Neural Systems
  • Author : Nergis Tomen
  • Release : 23 July 2019
  • Publisher : Springer
  • ISBN : 9783030209650
  • Genre : Medical
  • Total Page : 287 pages
  • Language : English
  • PDF File Size : 18,9 Mb

If you're still pondering over how to secure a PDF or EPUB version of the book The Functional Role of Critical Dynamics in Neural Systems by Nergis Tomen, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.

Get Book

Criticality in Neural Systems

Criticality in Neural Systems Author : Dietmar Plenz,Ernst Niebur
Publisher : John Wiley & Sons
File Size : 24,6 Mb
Get Book
Neurowissenschaftler suchen nach Antworten auf die Fragen, wie wir lernen und Information speichern,...

The Cortex and the Critical Point

The Cortex and the Critical Point Author : John M. Beggs
Publisher : MIT Press
File Size : 39,8 Mb
Get Book
How the cerebral cortex operates near a critical phase transition point for optimum performance. Ind...

The Ecological Brain

The Ecological Brain Author : Luis H. H. Favela
Publisher : Taylor & Francis
File Size : 44,7 Mb
Get Book
The Ecological Brain is the first book of its kind, using complexity science to integrate the seemin...

Machine Learning and Principles and Practice of Knowledge Discovery in Databases

Machine Learning and Principles and Practice of Knowledge Discovery in Databases Author : Michael Kamp,Irena Koprinska,Adrien Bibal,Tassadit Bouadi,Benoît Frénay,Luis Galárraga,José Oramas,Linara Adilova,Yamuna Krishnamurthy,Bo Kang,Christine Largeron,Jefrey Lijffijt,Tiphaine Viard,Pascal Welke,Massimiliano Ruocco,Erlend Aune,Claudio Gallicchio,Gregor Schiele,Franz Pernkopf,Michaela Blott,Holger Fröning,Günther Schindler,Riccardo Guidotti,Anna Monreale,Salvatore Rinzivillo,Przemyslaw Biecek,Eirini Ntoutsi,Mykola Pechenizkiy,Bodo Rosenhahn,Christopher Buckley,Daniela Cialfi,Pablo Lanillos,Maxwell Ramstead,Tim Verbelen,Pedro M. Ferreira,Giuseppina Andresini,Donato Malerba,Ibéria Medeiros,Philippe Fournier-Viger,M. Saqib Nawaz,Sebastian Ventura,Meng Sun,Min Zhou,Valerio Bitetta,Ilaria Bordino,Andrea Ferretti,Francesco Gullo,Giovanni Ponti,Lorenzo Severini,Rita Ribeiro,João Gama,Ricard Gavaldà,Lee Cooper,Naghmeh Ghazaleh,Jonas Richiardi,Damian Roqueiro,Diego Saldana Miranda,Konstantinos Sechidis,Guilherme Graça
Publisher : Springer Nature
File Size : 7,6 Mb
Get Book
This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21t...

Artificial General Intelligence

Artificial General Intelligence Author : Ben Goertzel,Aleksandr I. Panov,Alexey Potapov,Roman Yampolskiy
Publisher : Springer Nature
File Size : 33,9 Mb
Get Book
This book constitutes the refereed proceedings of the 13th International Conference on Artificial Ge...