LEADER 04619nam 2200661 a 450 001 9910452572603321 005 20220110114633.0 010 $a1-280-99866-0 010 $a9786613770271 010 $a0-262-30558-5 035 $a(CKB)2550000000105114 035 $a(EBL)3339461 035 $a(SSID)ssj0000692488 035 $a(PQKBManifestationID)12315757 035 $a(PQKBTitleCode)TC0000692488 035 $a(PQKBWorkID)10636636 035 $a(PQKB)10543020 035 $a(MiAaPQ)EBC3339461 035 $a(OCoLC)801836118$z(OCoLC)806520954$z(OCoLC)961496258$z(OCoLC)962628749$z(OCoLC)970362955$z(OCoLC)975816928$z(OCoLC)987645132$z(OCoLC)990527334$z(OCoLC)1001678303$z(OCoLC)1003357743$z(OCoLC)1018074883$z(OCoLC)1042322129$z(OCoLC)1045219549$z(OCoLC)1049693663$z(OCoLC)1067200011$z(OCoLC)1078379042 035 $a(OCoLC-P)801836118 035 $a(MaCbMITP)9108 035 $a(Au-PeEL)EBL3339461 035 $a(CaPaEBR)ebr10579825 035 $a(CaONFJC)MIL377027 035 $a(OCoLC)801836118 035 $a(EXLCZ)992550000000105114 100 $a20111208d2012 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aPrinciples of brain dynamics$b[electronic resource] $eglobal state interactions /$fedited by Mikhail I. Rabinovich, Karl J. Friston, and Pablo Varona 210 $aCambridge, Mass. $cMIT Press$dc2012 215 $a1 online resource (355 p.) 225 1 $aComputational neuroscience 300 $aDescription based upon print version of record. 311 $a0-262-01764-4 320 $aIncludes bibliographical references and index. 327 $aThe dynamical and structural basis of brain activity / Gustavo Deco, Viktor Jirsa, and Karl J. Friston -- Functional connectivity, neurocognitive networks, and brain dynamics / Vinod Menon -- Decoding mental states from patterns of brain activity / John-Dylan Haynes -- Transient brain dynamics / Mikhail Rabinovich and Pablo Varona -- A dynamic field account to language-related brain potentials / Peter Beim Graben and Roland Potthast -- Recognition of sequences of sequences using nonlinear dynamical systems / Stefan J. Kiebel and Karl J. Friston -- The stability of information flows in the brain / Mikhail Rabinovich, Christian Bick, and Pablo Varona -- Multiae scale EEG dynamics and brain functions / Maxim Bazhenov and Scott Makeig -- Mapping the multi-scale information content of complex brain signals / Vasily A. Vakorin and Randy McIntosh -- Connectivity and dynamics of neural information processing / Viktor Jirsa ... [et al.] -- Transient motor behavior and synchronization in the cortex / Andreas Daffertshofer and Bernadette C.M. van Wijk -- Free-energy and global dynamics / Karl J. Friston -- Perception, action, and utility : the tangled skein / Samuel Gershman and Nathaniel Daw -- Short guide to modern nonlinear dynamics / Valentin Afraimovich, Mikhail Rabinovich, and Pablo Varona. 330 $aExperimental and theoretical approaches to global brain dynamics that draw on the latest research in the field. The consideration of time or dynamics is fundamental for all aspects of mental activity--perception, cognition, and emotion--because the main feature of brain activity is the continuous change of the underlying brain states even in a constant environment. The application of nonlinear dynamics to the study of brain activity began to flourish in the 1990's when combined with empirical observations from modern morphological and physiological observations. This book offers perspectives on brain dynamics that draw on the latest advances in research in the field. It includes contributions from both theoreticians and experimentalists, offering an eclectic treatment of fundamental issues. Topics addressed range from experimental and computational approaches to transient brain dynamics to the free-energy principle as a global brain theory. The book concludes with a short but rigorous guide to modern nonlinear dynamics and their application to neural dynamics. 410 0$aComputational neuroscience. 606 $aBrain$xPhysiology 606 $aDynamics 608 $aElectronic books. 615 0$aBrain$xPhysiology. 615 0$aDynamics. 676 $a612.8/2 701 $aRabinovich$b M. I$042489 701 $aFriston$b K. J$g(Karl J.)$0982584 701 $aVarona$b Pablo$01072639 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910452572603321 996 $aPrinciples of brain dynamics$92568900 997 $aUNINA