Wenya Liu

Functional connectivity of major depression disorder using ongoing EEG during music perception

F. Cong, T. Ristaniemi, Yi Chang, 2020, Clinical Neurophysiology.

Shared and Unshared Feature Extraction in Major Depression During Music Listening Using Constrained Tensor Factorization

F. Cong, Jianlin Wu, Yi Chang, 2021, Frontiers in Human Neuroscience.

Group analysis of ongoing EEG data based on fast double-coupled nonnegative tensor decomposition

Fengyu Cong, Wenya Liu, Xiulin Wang, 2019, Journal of Neuroscience Methods.

Identifying Task-Based Dynamic Functional Connectivity Using Tensor Decomposition

Tapani Ristaniemi, Fengyu Cong, Wenya Liu, 2020, ICONIP.

Network Entropy for the Sequence Analysis of Functional Connectivity Graphs of the Brain

Tapani Ristaniemi, Fengyu Cong, Jia Liu, 2018, Entropy.

One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG

Fengyu Cong, Tommi Kärkkäinen, Wenya Liu, 2021, Neurocomputing.

Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

Tapani Ristaniemi, Fengyu Cong, Wenya Liu, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Identifying Oscillatory Hyperconnectivity and Hypoconnectivity Networks in Major Depression Using Coupled Tensor Decomposition

F. Cong, Yi Chang, Timo Hämäläinen, 2021, bioRxiv.

Spatiotemporal Dynamics of Activation in Motor and Language Areas Suggest a Compensatory Role of the Motor Cortex in Second Language Processing

T. Parviainen, Wenya Liu, Hongjun Chen, 2022, Neurobiology of Language.