03296nam 22005775 450 991048446790332120200705043935.03-030-49900-610.1007/978-3-030-49900-6(CKB)4100000011325555(MiAaPQ)EBC6271214(DE-He213)978-3-030-49900-6(PPN)248595008(EXLCZ)99410000001132555520200630d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierCharacterization of Neural Activity Using Complex Network Theory An Application to the Study of Schizophrenia /by Javier Gomez-Pilar1st ed. 2021.Cham :Springer International Publishing :Imprint: Springer,2021.1 online resource (79 pages) illustrationsSpringer Theses, Recognizing Outstanding Ph.D. Research,2190-50533-030-49899-9 Introduction -- Hypotheses and objectives -- 3 Materials and methods -- Results -- Discussion.This book reports on the development and assessment of a novel framework for studying neural interactions (the connectome) and their dynamics (the chronnectome). Using EEG recordings taken during an auditory oddball task performed by 48 patients with schizophrenia and 87 healthy controls, and applying local and network measures, changes in brain activation from pre-stimulus to cognitive response were assessed, and significant differences were observed between the patients and controls. This book investigates the source of the network abnormalities and presents new evidence for the disconnection hypothesis and the aberrant salience hypothesis with regard to schizophrenia. Moreover, it puts forward a novel approach to combining local regularity measures and graph measures in order to characterize schizophrenia brain dynamics, and presents interesting findings on the regularity of brain patterns in healthy control subjects versus patients with schizophrenia. Besides providing new evidence for the disconnection hypothesis, it offers a source of inspiration for future research directions in the field.Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053Computational complexityNeurosciencesGraph theoryComplexityhttps://scigraph.springernature.com/ontologies/product-market-codes/T11022Neuroscienceshttps://scigraph.springernature.com/ontologies/product-market-codes/B18006Graph Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/M29020Computational complexity.Neurosciences.Graph theory.Complexity.Neurosciences.Graph Theory.612.01427612.01427Gomez-Pilar Javierauthttp://id.loc.gov/vocabulary/relators/aut1226495MiAaPQMiAaPQMiAaPQBOOK9910484467903321Characterization of Neural Activity Using Complex Network Theory2847824UNINA