List of works - Yu Zhang

A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation

scientific article published on 07 April 2020

A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface.

scientific article

A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli

Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification

scientific article published in 2024

An electroencephalographic signature predicts antidepressant response in major depression

scientific article published on 10 February 2020

An exploration of spatial auditory BCI paradigms with different sounds: music notes versus beeps

scientific article

Brain regulation of emotional conflict predicts antidepressant treatment response for depression

scientific article published on 23 September 2019

Canonical Polyadic Decomposition: From 3-way to N-Way

Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface

scholarly article by Yangsong Zhang et al published May 2018 in IEEE Transactions on Neural Systems and Rehabilitation Engineering

Drowsiness Detection by Bayesian-Copula Discriminant Classifier Based on EEG Signals During Daytime Short Nap.

scientific article published on June 2016

Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs

scientific article published on 29 January 2016

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Identification of psychiatric disorder subtypes from functional connectivity patterns in resting-state electroencephalography

scientific article published on 19 October 2020

Improved SFFS method for channel selection in motor imagery based BCI

Improving EEG Decoding via Clustering-Based Multitask Feature Learning

scientific article published in 2022

Multivariate classification of earthquake survivors with post-traumatic stress disorder based on large-scale brain networks

scientific article published on 07 February 2020

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs

Optimized Motor Imagery Paradigm Based on Imagining Chinese Characters Writing Movement

scientific article published on 19 January 2017

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface

scientific article published on 12 August 2015

Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI

Sparse Group Representation Model for Motor Imagery EEG Classification

scientific article published on 02 May 2018

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

scientific article published on 14 June 2018

Transdiagnostic connectome signatures from resting-state fMRI predict individual-level intellectual capacity