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IJCNN
2008
IEEE
13 years 11 months ago
Extreme learning machine for multi-categories classification applications
Hai-Jun Rong, Guang-Bin Huang, Yew-Soon Ong
IJON
2010
114views more  IJON 2010»
13 years 2 months ago
Optimization method based extreme learning machine for classification
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
IJNS
2006
96views more  IJNS 2006»
13 years 4 months ago
Classification of Mental Tasks from Eeg Signals Using Extreme Learning Machine
Nan-Ying Liang, Paramasivan Saratchandran, Guang-B...
ICANN
2009
Springer
13 years 11 months ago
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction
Abstract. In this paper, we investigate the application of adaptive ensemble models of Extreme Learning Machines (ELMs) to the problem of one-step ahead prediction in (non)stationa...
Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutil...
VLSISP
2011
358views Database» more  VLSISP 2011»
12 years 11 months ago
Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
Karthik Nagarajan, Brian Holland, Alan D. George, ...