Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

Computing, Computer Science, Artificial Intelligence +9

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 5.5K citations

Computing, Computer Science, Data Mining +15

Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes

Guang-Bin Huang, Lei Chen, Chee‐Kheong Siew · IEEE Transactions on Neural Networks · 2006 · 2.6K citations

Computing, Computer Science, Algorithms +9

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

Benjamin Blankertz, Ryota Tomioka, Steven Lemm et al. · IEEE Signal Processing Magazine · 2008 · 2.1K citations

Engineering, Computer Science, Neuroscience +17

Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks

G. Pfurtscheller, Clemens Brunner, Alois Schlögl et al. · NeuroImage · 2006 · 1.6K citations

Medicine, Neurobiology, Neuroscience +16