Classification of electroencephalogram signals using wavelet-CSP and projection extreme learning machine

Hybrid EEG–fNIRS-Based Eight-Command Decoding for BCI: Application to Quadcopter Control

(2017) Muhammad Jawad Khan et al.   Frontiers in Neurorobotics

fNIRS-based brain-computer interfaces: a review

(2015) Noman Naseer et al.   Frontiers in Human Neuroscience

Semi-Random Projection for Dimensionality Reduction and Extreme Learning Machine in High-Dimensional Space

(2015) Rui Zhao et al.   IEEE Computational Intelligence Magazine

Pruning Extreme Learning Machines Using the Successive Projections Algorithm

(2015) Diego Parente Mesquita et al.   IEEE Latin America Transactions

Simultaneously Optimizing Spatial Spectral Features Based on Mutual Information for EEG Classification

(2015) Jianjun Meng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Efficient smile detection by Extreme Learning Machine

(2015) Le An et al.   NEUROCOMPUTING

Classification of prefrontal and motor cortex signals for three-class fNIRS–BCI

(2015) Keum-Shik Hong et al.   NEUROSCIENCE LETTERS

Detecting awareness in patients with disorders of consciousness using a hybrid brain–computer interface

(2014) Jiahui Pan et al.   Journal of Neural Engineering

Multispectral palmprint recognition using multiclass projection extreme learning machine and digital shearlet transform

(2014) Xuebin Xu et al.   NEURAL COMPUTING & APPLICATIONS

EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm

(2013) Neethu Robinson et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Spatiotemporal Representations of Rapid Visual Target Detection: A Single-Trial EEG Classification Algorithm

(2013) Galit Fuhrmann Alpert et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

EEG and MEG: Relevance to Neuroscience

(2013) Fernando Lopes da Silva   NEURON

Optimizing Spatial Filters by Minimizing Within-Class Dissimilarities in Electroencephalogram-Based Brain–Computer Interface

(2013) M. Arvaneh et al.   IEEE Transactions on Neural Networks and Learning Systems

Stationary common spatial patterns for brain–computer interfacing

(2012) Wojciech Samek et al.   Journal of Neural Engineering

Advances in Extreme Learning Machines (ELM2011)

(2012) Guang-Bin Huang et al.   NEUROCOMPUTING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Real-time feature extraction of P300 component using adaptive nonlinear principal component analysis

(2011) Arjon Turnip et al.   Biomedical Engineering Online

Voting based extreme learning machine

(2011) Jiuwen Cao et al.   INFORMATION SCIENCES

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

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

BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller

(2008) Alain Rakotomamonjy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING