Huang, Guang-Bin; Zhu, Qin-Yu; Siew, Chee-Kheong. Extreme learning machine: theory and applications. Neurocomputing. 2006, 70 (1): 489–501. doi:10.1016/j.neucom.2005.12.126.
Huang, Guang-Bin; Zhou, Hongming; Ding, Xiaojian; Zhang, Rui. Extreme Learning Machine for Regression and Multiclass Classification. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics. 2012, 42 (2): 513–529. PMID 21984515. doi:10.1109/tsmcb.2011.2168604.
Huang, Guang-Bin. What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt's Dream and John von Neumann's Puzzle. Cognitive Computation. 2015, 7 (3): 263–278. doi:10.1007/s12559-015-9333-0.
Huang, Guang-Bin. An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels. Cognitive Computation. 2014, 6 (3): 376–390. doi:10.1007/s12559-014-9255-2.
Huang, Guang-Bin; Zhu, Qin-Yu; Mao, K. Z.; Siew, Chee-Kheong; Saratchandran, P.; Sundararajan, N. Can Threshold Networks Be Trained Directly?. IEEE Transactions on Circuits and Systems-II: Express Briefs. 2006, 53 (3): 187–191. doi:10.1109/tcsii.2005.857540.
Huang, Guang-Bin; Chen, Lei; Siew, Chee-Kheong. Universal Approximation Using Incremental Constructive Feedforward Networks with Random Hidden Nodes. IEEE Transactions on Neural Networks. 2006, 17 (4): 879–892. PMID 16856652. doi:10.1109/tnn.2006.875977.