Cauchy non-convex sparse feature selection method for the high-dimensional small-sample problem in motor imagery EEG decoding

Motor imagery brain–computer interface rehabilitation system enhances upper limb performance and improves brain activity in stroke patients: A clinical study

(2023) Wenzhe Liao et al.   Frontiers in Human Neuroscience

Filter bank sinc-convolutional network with channel self-attention for high performance motor imagery decoding

(2023) Jiaming Chen et al.   Journal of Neural Engineering

LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interfaces and interpretability

(2023) Zhengqing Miao et al.   NEUROIMAGE

Ensemble learning method based on temporal, spatial features with multi-scale filter banks for motor imagery EEG classification

(2022) Liangsheng Zheng et al.   Biomedical Signal Processing and Control

Overall optimization of CSP based on ensemble learning for motor imagery EEG decoding

(2022) Shaorong Zhang et al.   Biomedical Signal Processing and Control

Motor Imagery EEG Classification Based on Transfer Learning and Multi-Scale Convolution Network

(2022) Zhanyuan Chang et al.   Micromachines

A parallel multi-scale time-frequency block convolutional neural network based on channel attention module for motor imagery classification

(2022) Hongli Li et al.   Biomedical Signal Processing and Control

FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding

(2022) Ke Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Feature fusion for improving performance of motor imagery brain-computer interface system

(2021) Moein Radman et al.   Biomedical Signal Processing and Control

Two-stage improved Grey Wolf optimization algorithm for feature selection on high-dimensional classification

(2021) Chaonan Shen et al.   Complex & Intelligent Systems

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

(2021) Phairot Autthasan et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A TV-log nonconvex approach for image deblurring with impulsive noise

(2020) Benxin Zhang et al.   SIGNAL PROCESSING

Hybrid deep neural network using transfer learning for EEG motor imagery decoding

(2020) Ruilong Zhang et al.   Biomedical Signal Processing and Control

HS-CNN: A CNN with hybrid convolution scale for EEG motor imagery classification

(2019) Guanghai Dai et al.   Journal of Neural Engineering

A Parallel Multiscale Filter Bank Convolutional Neural Networks for Motor Imagery EEG Classification

(2019) Hao Wu et al.   Frontiers in Neuroscience

Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks

(2019) O-Yeon Kwon et al.   IEEE Transactions on Neural Networks and Learning Systems

Nonconvex Sparse Regularization and Convex Optimization for Bearing Fault Diagnosis

(2018) Shibin Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Filter Bank Regularized Common Spatial Pattern Ensemble for Small Sample Motor Imagery Classification

(2018) Sang-Hoon Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

Sparse Group Representation Model for Motor Imagery EEG Classification

(2018) Yong Jiao et al.   IEEE Journal of Biomedical and Health Informatics

A Nonconvex Model with Minimax Concave Penalty for Image Restoration

(2018) Juntao You et al.   JOURNAL OF SCIENTIFIC COMPUTING

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

A binary-real-coded differential evolution for unit commitment problem

(2012) Dilip Datta et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

(2010) Fabien Lotte et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images

(2010) Aditya Chopra et al.   PATTERN RECOGNITION

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

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

An efficient P300-based brain–computer interface for disabled subjects

(2007) Ulrich Hoffmann et al.   JOURNAL OF NEUROSCIENCE METHODS