000 02730nam a22005175i 4500
001 978-3-319-24406-8
003 DE-He213
005 20200421112046.0
007 cr nn 008mamaa
008 151030s2016 gw | s |||| 0|eng d
020 _a9783319244068
_9978-3-319-24406-8
024 7 _a10.1007/978-3-319-24406-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aKozma, Robert.
_eauthor.
245 1 0 _aCognitive Phase Transitions in the Cerebral Cortex - Enhancing the Neuron Doctrine by Modeling Neural Fields
_h[electronic resource] /
_cby Robert Kozma, Walter J. Freeman.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXXV, 262 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Systems, Decision and Control,
_x2198-4182 ;
_v39
520 _aThis intriguing book was born out of the many discussions the authors had in the past 10 years about the role of scale-free structure and dynamics in producing intelligent behavior in brains. The microscopic dynamics of neural networks is well described by the prevailing paradigm based in a narrow interpretation of the neuron doctrine. This book broadens the doctrine by incorporating the dynamics of neural fields, as first revealed by modeling with differential equations (K-sets).  The book broadens that approach by application of random graph theory (neuropercolation). The book concludes with diverse commentaries that exemplify the wide range of mathematical/conceptual approaches to neural fields. This book is intended for researchers, postdocs, and graduate students, who see the limitations of network theory and seek a beachhead from which to embark on mesoscopic and macroscopic neurodynamics.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 0 _aComplexity, Computational.
650 0 _aCognitive psychology.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aComplexity.
650 2 4 _aCognitive Psychology.
700 1 _aFreeman, Walter J.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319244044
830 0 _aStudies in Systems, Decision and Control,
_x2198-4182 ;
_v39
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-24406-8
912 _aZDB-2-ENG
942 _cEBK
999 _c56929
_d56929