Advancing the understanding of brain function with multivariate pattern analysis [Elektronische Ressource] / von Michael Hanke

erAd2009vGabrieleancinghaeltheProf.UnderstrandingonoforenBrainfeldeFunctionowithtMulerteidigttivMagdeburgariah.teeP20.ainttehrnStefanAnalPDysiseingereicDissertation24.zur2009Erlangung25.desersit?takvademiscDipl.-PsychenMicGradesHankdogebctoramrerumOktobnaturalium1978(Dr.Leinerer.Gutacnat.)ter:genehmigtDr.durcPhllmanndieDr.FLohmannakult?thf?ram:NaturwissenscM?haftenzdervOtto-vam:on-GuericJunike-UnivHere,AbstracttheDecoofdingilypatternstoofthisneurallactivittycalledonotoealthciognitivareeshostates.isresponeopofoftheduced.cenlibrariestraltgoalsages.ofusage,functionalanbrainWhileimaging.oStandardonuniveariateanfMRIeminenanalysisbmethoeds,el,whicwhA,copatternrtsreeslateabilitcognitivlargeecomput-aterfacenhine-dispeerceptualyfunctionthiswithoftheAblo-oidvoprimaryxtecygeonwhicaabletMithison-levmoelfeaturedepofendentotresearc(BOLD)nosig-cross-platform,nal,sourcehaframewvMetheproultivvtecendatassuccessfulininAidenoftifying'anatomicaltoregionsinbasedarietonlanguagessignalenincreasestoduringthecoexistinggnitivpaceframewandtedpanderceptualontasks.andRecenprotlyIn,proresearcvhersstrategieshaofvneuroimagingearbpegunetoedexploreprnewouslymstudies,ultivcusariatesensitivitytecthathniquestothatinhaadditionalvareevpropartvtenA-basedtovbhniqueesuitedmorey-indepexible,analysis,moreisreliable,ananduniformmoreectsensi-cognitivtivneuroscienceeh.thanastandardvunivPython-based,ariateandanalysis.