State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach

What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle

(2015) Guang-Bin Huang   Cognitive Computation

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

(2014) Guang-Bin Huang   Cognitive Computation

Sparse Extreme Learning Machine for Classification

(2014) Zuo Bai et al.   IEEE Transactions on Cybernetics

A modified extreme learning machine with sigmoidal activation functions

(2012) Zhixiang X. Chen et al.   NEURAL COMPUTING & APPLICATIONS

Regularized extreme learning machine for regression with missing data

(2012) Qi Yu et al.   NEUROCOMPUTING

Robust extreme learning machine

(2012) Punyaphol Horata et al.   NEUROCOMPUTING

Robust Single-Hidden Layer Feedforward Network-Based Pattern Classifier

(2012) Zhihong Man et al.   IEEE Transactions on Neural Networks and Learning Systems

Extreme Learning Machine for Regression and Multiclass Classification

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

Regularized extreme learning machine for regression problems

(2011) José M. Martínez-Martínez et al.   NEUROCOMPUTING

A study on effectiveness of extreme learning machine

(2011) Yuguang Wang et al.   NEUROCOMPUTING

Optimization approximation solution for regression problem based on extreme learning machine

(2011) Yubo Yuan et al.   NEUROCOMPUTING

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Two-stage extreme learning machine for regression

(2010) Yuan Lan et al.   NEUROCOMPUTING

Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning

(2009) Guorui Feng et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

OP-ELM: Optimally Pruned Extreme Learning Machine

(2009) Yoan Miche et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Enhanced random search based incremental extreme learning machine

(2007) Guang-Bin Huang et al.   NEUROCOMPUTING