Neuron Pruning-Based Discriminative Extreme Learning Machine for Pattern Classification

Extreme Kernel Sparse Learning for Tactile Object Recognition

(2017) Huaping Liu et al.   IEEE Transactions on Cybernetics

Why neurons mix: high dimensionality for higher cognition

(2016) Stefano Fusi et al.   CURRENT OPINION IN NEUROBIOLOGY

Robust Visual Knowledge Transfer via Extreme Learning Machine-Based Domain Adaptation

(2016) Lei Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Dimension Reduction With Extreme Learning Machine

(2016) Liyanaarachchi Lekamalage Chamara Kasun et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Object Recognition Using Tactile Measurements: Kernel Sparse Coding Methods

(2016) Huaping Liu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Bio-Inspired Incremental Learning Architecture for Applied Perceptual Problems

(2016) Alexander Gepperth et al.   Cognitive Computation

A Neutrosophic Normal Cloud and Its Application in Decision-Making

(2016) Hong-yu Zhang et al.   Cognitive Computation

Extreme Learning Machine for Multilayer Perceptron

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

Domain Adaptation Extreme Learning Machines for Drift Compensation in E-Nose Systems

(2015) Lei Zhang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

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

Robust Exemplar Extraction Using Structured Sparse Coding

(2015) Huaping Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Multitask Extreme Learning Machine for Visual Tracking

(2014) Huaping Liu et al.   Cognitive Computation

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

(2014) Guang-Bin Huang   Cognitive Computation

Semi-Supervised and Unsupervised Extreme Learning Machines

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

Adaptive Hypergraph Learning and its Application in Image Classification

(2012) Jun Yu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

(2012) Shiming Xiang 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

Constructive hidden nodes selection of extreme learning machine for regression

(2010) Yuan Lan et al.   NEUROCOMPUTING

OP-ELM: Optimally Pruned Extreme Learning Machine

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

Cognitive Computation

(2009) J. G. Taylor   Cognitive Computation

A fast pruned-extreme learning machine for classification problem

(2008) Hai-Jun Rong et al.   NEUROCOMPUTING

Incremental extreme learning machine with fully complex hidden nodes

(2007) Guang-Bin Huang et al.   NEUROCOMPUTING