EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system

Enhance decoding of pre-movement EEG patterns for Brain-Computer Interfaces

(2019) Kun Wang et al.   Journal of Neural Engineering

Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components

(2019) Xiaolin Xiao et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A brain computer interface based on miniature event-related potentials induced by very small lateral visual stimuli

(2018) Minpeng Xu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail

(2016) Vinay Jayaram et al.   IEEE Computational Intelligence Magazine

Increasing session-to-session transfer in a brain–computer interface with on-site background noise acquisition

(2015) Hohyun Cho et al.   Journal of Neural Engineering

SVM-based Brain–Machine Interface for controlling a robot arm through four mental tasks

(2015) E. Hortal et al.   NEUROCOMPUTING

Phase space reconstruction for improving the classification of single trial EEG

(2014) Minyou Chen et al.   Biomedical Signal Processing and Control

Visual evoked potential-based brain–machine interface applications to assist disabled people

(2012) J.L. Sirvent Blasco et al.   EXPERT SYSTEMS WITH APPLICATIONS

Brain-Computer Interfaces in Medicine

(2012) Jerry J. Shih et al.   MAYO CLINIC PROCEEDINGS

Aging effect in pattern, motion and cognitive visual evoked potentials

(2012) Miroslav Kuba et al.   VISION RESEARCH

Fuzzy Hopfield neural network clustering for single-trial motor imagery EEG classification

(2011) Wei-Yen Hsu   EXPERT SYSTEMS WITH APPLICATIONS

EEG signal classification using PCA, ICA, LDA and support vector machines

(2010) Abdulhamit Subasi et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Subject-independent mental state classification in single trials

(2009) Siamac Fazli et al.   NEURAL NETWORKS

Brain–computer interface in paralysis

(2008) Niels Birbaumer et al.   CURRENT OPINION IN NEUROLOGY