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Topological Maps and Brain Computations From Low to High Journal article
Frontiers in Systems Neuroscience, 2022,Volume: 16
Authors:  Sereno, Martin I.;  Sood, Mariam Reeny;  Huang, Ruey-Song
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/02
Cortical Computation  Extrastriate Cortex  Retinotopy  Serial Assembly Of Content  Somatotopy  Tonotopy  
Topological Maps and Brain Computations From Low to High Journal article
Frontiers in Systems Neuroscience, 2022,Volume: 16
Authors:  Sereno, Martin I.;  Sood, Mariam Reeny;  Huang, Ruey-Song
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/23
Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Chen, Qing;  Li, Xiumin;  Zhang, Anguo;  Song, Yongduan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/01/30
Artificial neural networks  Control systems  Echo state network (ESN)  intrinsic plasticity (IP)  IP networks  MIMO communication  multiclustered structure  Neurons  Reservoirs  Topology  tracking control  
Abnormal dynamic functional connectivity and brain states in Alzheimer’s diseases: functional near-infrared spectroscopy study Journal article
Neurophotonics, 2019,Volume: 6,Issue: 2,Page: 025010
Authors:  Haijing Niu;  Zhaojun Zhu;  Mengjing Wan;  Xuanyu Li;  Zhen Yuan;  Yu Sun;  Ying Han
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CommunicAtion WithIn The BraIn Is Highly Dynamic. AlzheI.e.’s dIseAse (Ad) ExhibIts Dynamic.progression COrrespondIng To a DeclIne In MemOry And Cognition. HoWever, Little Is Known Of wheTher BraIn Dynamic. Are dIsrupted In Ad And Its Prodromal Stage, Mild CognitI.e.impairment (Mci). FOr Our Study, We AcquI.e. High samplIng RAte Functional near-InfrAred Spectroscopy imagIng DAta At Rest From The EntI.e.cOrtex Of 23 pAtients With Ad Dementia, 25 pAtients With Amnestic Mild CognitI.e.impairment (aMci), And 30 age-mAtched Healthy Controls (Hcs). slidIng-wIndow cOrrelAtion And K-means clusterIng Analyses Were Used To Construct Dynamic.Functional Connectivity (Fc) Maps FOr Each Participant. We dIscovered thAt The BraIn’s Dynamic.Fc Variability Strength (q) Significantly IncreAsed In Both aMci And Ad Group As compAred To Hcs. usIng The q Value As a meAsurement, The clAssificAtion perFOrmance ExhibI.e. a Good poWer In differentiAtIng aMci [Area Under The Curve (Auc ¼ 82.5%)] Or Ad (Auc ¼ 86.4%) From Hcs. furThermOre, We Identified Two abnOrmal BraIn Fc stAtes In The Ad Group, Of Which The Occurrence Frequency (f) ExhibI.e. a Significant decreAse FOr The First-level Fc stAte (stAte 1) And a Significant IncreAse FOr The Second-level Fc stAte (stAte 2). We Also Found thAt The abnOrmal f In These Two stAtes Significantly cOrrelAted With The CognitI.e.impairment In pAtients. These fIndIngs provI.e.The First EvI.e.ce To demonstRAte The dIsruptions Of Dynamic.BraIn Connectivity In aMci And Ad And Extend The trAditional stAtic (I.e., tI.e.averaged) Fc fIndIngs In The dIseAse (I.e., dIsconnection Syndrome) And Thus provI.e.Insights InTo UnderstAndIng The pAthophysiological mechanIsms occurrIng In aMci And Ad.