no code implementations • 8 Nov 2023 • Trung Vu, Francisco Laport, Hanlu Yang, Vince D. Calhoun, Tulay Adali
Independent vector analysis (IVA) generalizes ICA to multiple datasets, i. e., to multi-subject data, and in addition to higher-order statistical information in ICA, it leverages the statistical dependence across the datasets as an additional type of statistical diversity.
no code implementations • 10 Nov 2022 • Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tulay Adali
In this paper, we present a new method that leverages ICA and DL for the identification of directly interpretable patterns to discriminate between the HC and Sz groups.
no code implementations • 15 May 2020 • Danfeng Xie, Yiran Li, Hanlu Yang, Li Bai, Lei Zhang, Ze Wang
The results showed that the learning-from-noise strategy produced better output quality than ASLDN trained with relatively high SNR reference.