Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network

Cross-Dataset Variability Problem in EEG Decoding With Deep Learning

(2020) Lichao Xu et al.   Frontiers in Human Neuroscience

Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces

(2020) Wen Zhang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms: An Investigation into BCI Illiteracy

(2019) Min-Ho Lee et al.   GigaScience

Deep learning for Electroencephalogram (EEG) classification tasks: A review

(2019) Alexander Craik et al.   Journal of Neural Engineering

Beyond Sharing Weights for Deep Domain Adaptation

(2018) Artem Rozantsev et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

Inter-subject transfer learning with end-to-end deep convolutional neural network for EEG-based BCI

(2018) Fatemeh Fahimi et al.   Journal of Neural Engineering

Riemannian Procrustes Analysis: Transfer Learning for Brain–Computer Interfaces

(2018) Pedro Luiz Coelho Rodrigues et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Deep learning with convolutional neural networks for EEG decoding and visualization

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

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Leveraging anatomical information to improve transfer learning in brain–computer interfaces

(2015) Mark Wronkiewicz et al.   Journal of Neural Engineering

Deep learning

(2015) Yann LeCun et al.   NATURE

Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface

(2015) Haider Raza et al.   SOFT COMPUTING

Dynamically weighted ensemble classification for non-stationary EEG processing

(2013) Sidath Ravindra Liyanage et al.   Journal of Neural Engineering

EEG Data Space Adaptation to Reduce Intersession Nonstationarity in Brain-Computer Interface

(2013) Mahnaz Arvaneh et al.   NEURAL COMPUTATION

A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces

(2012) Heung-Il Suk et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

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