Distinguishable spatial-spectral feature learning neural network framework for motor imagery-based brain–computer interface

Cluster decomposing and multi-objective optimization based-ensemble learning framework for motor imagery-based brain–computer interfaces

(2021) Cili Zuo et al.   Journal of Neural Engineering

Real-time, precise, rapid and objective visual acuity assessment by self-adaptive step SSVEPs

(2021) Xiaowei Zheng et al.   Journal of Neural Engineering

Spatio-time-frequency joint sparse optimization with transfer learning in motor imagery-based brain-computer interface system

(2021) Minmin Zheng et al.   Biomedical Signal Processing and Control

Temporal-spatial-frequency depth extraction of brain-computer interface based on mental tasks

(2020) Li Wang et al.   Biomedical Signal Processing and Control

A novel training-free recognition method for SSVEP-based BCIs using dynamic window strategy

(2020) Yonghao Chen et al.   Journal of Neural Engineering

Temporal frequency joint sparse optimization and fuzzy fusion for motor imagery-based brain-computer interfaces

(2020) Cili Zuo et al.   JOURNAL OF NEUROSCIENCE METHODS

Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm

(2020) Jing Jin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing

(2020) Jing Jin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm

(2020) Ying Mao et al.   International Journal of Neural Systems

BCI-Based Rehabilitation on the Stroke in Sequela Stage

(2020) Yangyang Miao et al.   NEURAL PLASTICITY

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

(2020) Jing Jin et al.   IEEE Transactions on Neural Networks and Learning Systems

An exploration of BCI performance variations in people with amyotrophic lateral sclerosis using longitudinal EEG data

(2019) Yalda Shahriari et al.   Journal of Neural Engineering

Correlation-based channel selection and regularized feature optimization for MI-based BCI

(2019) Jing Jin et al.   NEURAL NETWORKS

Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA

(2019) Qianqian Liu et al.   NEUROCOMPUTING

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

(2018) Siavash Sakhavi et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification of multiple motor imagery using deep convolutional neural networks and spatial filters

(2018) Brenda E. Olivas-Padilla et al.   APPLIED SOFT COMPUTING

Motor Imagery Classification Based on Bilinear Sub-Manifold Learning of Symmetric Positive-Definite Matrices

(2017) Xiaofeng Xie et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Closed-Loop Brain–Computer Interface Triggering an Active Ankle–Foot Orthosis for Inducing Cortical Neural Plasticity

(2014) Ren Xu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Extracting optimal tempo-spatial features using local discriminant bases and common spatial patterns for brain computer interfacing

(2013) Javier Asensio-Cubero et al.   Biomedical Signal Processing and Control

A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control

(2013) Yuanqing Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A tensor-based scheme for stroke patients’ motor imagery EEG analysis in BCI-FES rehabilitation training

(2013) Ye Liu et al.   JOURNAL OF NEUROSCIENCE METHODS

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

(2013) Tae-Eui Kam et al.   NEUROCOMPUTING

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE