no code implementations • 18 Jan 2023 • Lingbin Bian, Nizhuan Wang, Leonardo Novelli, Jonathan Keith, Adeel Razi
The method can robustly detect the group-level community structure of weighted functional networks that give rise to hidden brain states with an unknown number of communities and retain the variability of individual networks.
1 code implementation • 28 Mar 2022 • Haitong Tang, Shuang He, Lingbin Bian, Zhiming Cui, Nizhuan Wang
Specifically, we first propose a novel width-depth synchronous extension-based basis pursuit (WSEBP) algorithm which solves the ML-CSC problem without the limitation of the number of iterations compared to the SOTA algorithms and maximizes the performance by an effective initialization in each layer.
no code implementations • 26 Jan 2021 • Lingbin Bian, Tiangang Cui, B. T. Thomas Yeo, Alex Fornito, Adeel Razi, Jonathan Keith
Brain function relies on a precisely coordinated and dynamic balance between the functional integration and segregation of distinct neural systems.