A hierarchical semi-supervised extreme learning machine method for EEG recognition

Discriminative manifold extreme learning machine and applications to image and EEG signal classification

(2016) Yong Peng et al.   NEUROCOMPUTING

Extreme Learning Machine for Multilayer Perceptron

(2016) Jiexiong Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

Scale-Dependent Signal Identification in Low-Dimensional Subspace: Motor Imagery Task Classification

(2016) Qingshan She et al.   NEURAL PLASTICITY

Probabilistic Common Spatial Patterns for Multichannel EEG Analysis

(2015) Wei Wu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Extreme Learning Machine and Its Application in EEG Classification

(2015) Shifei Ding et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Semi-supervised extreme learning machine with manifold and pairwise constraints regularization

(2015) Yong Zhou et al.   NEUROCOMPUTING

Learning deep representations via extreme learning machines

(2015) Wenchao Yu et al.   NEUROCOMPUTING

A risk degree-based safe semi-supervised learning algorithm

(2015) Haitao Gan et al.   International Journal of Machine Learning and Cybernetics

Augmented Complex Common Spatial Patterns for Classification of Noncircular EEG From Motor Imagery Tasks

(2014) Cheolsoo Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Semi-Supervised and Unsupervised Extreme Learning Machines

(2014) Gao Huang et al.   IEEE Transactions on Cybernetics

Combining ERD and ERS features to create a system-paced BCI

(2013) Eoin Thomas et al.   JOURNAL OF NEUROSCIENCE METHODS

Advances in extreme learning machines (ELM2012)

(2013) Amaury Lendasse et al.   NEUROCOMPUTING

Classification of Motor Imagery BCI Using Multivariate Empirical Mode Decomposition

(2012) Cheolsoo Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Weighted extreme learning machine for imbalance learning

(2012) Weiwei Zong et al.   NEUROCOMPUTING

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Combined neural network model employing wavelet coefficients for EEG signals classification

(2008) Elif Derya Übeyli   DIGITAL SIGNAL PROCESSING

A unified Bayesian framework for MEG/EEG source imaging

(2008) David Wipf et al.   NEUROIMAGE