WebApr 13, 2024 · Therefore, considering the dynamic changes of functional connections in the resting state, we proposed the construction of a resting state high-order functional hyper-network (rs-HOFHN) to simultaneously reflect the temporal dynamics of working mechanism with the human brain and the multiple interaction of space. WebAbstract. This chapter is devoted to the description of the higher order dynamic mode decomposition, which is an improvement of the standard dynamic mode decomposition …
Constructing High-Order Dynamic Functional Connectivity …
WebApr 11, 2024 · The construction process of dynamic high-order multilayer brain functional networks. Full size image. Then, a data-driven threshold scheme based on orthogonal … WebJul 6, 2024 · Overall, there are four steps, including (1) Constructing LoD-FCN; (2) Constructing CM-FCNs; (3) Constructing high-order FC networks; (4) Feature … industrial power equipment bayswater
Constructing high-order functional connectivity network based on centr…
WebBased on a generating function method known in the literature, we construct these families in the most general way possible in order to include some well-known methods as … WebExperimentalresults on the ABIDE dataset validate that: 1) the proposed multi-view Ho-FCNs is able to explore rich discriminative information for ASD diagnosis; 2) the phase mismatch issue can be well circumvented by using central moments; and 3) the combination of different types of FCNs can significantly improve the diagnostic accuracy of ASD … WebExperimentalresults on the ABIDE dataset validate that: 1) the proposed multi-view Ho-FCNs is able to explore rich discriminative information for ASD diagnosis; 2) the phase mismatch issue can be well circumvented by using central moments; and 3) the combination of different types of FCNs can significantly improve the diagnostic accuracy of ASD … industrial powered machine skates