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

IEEE Transactions on Neural Networks - Tập 20 Số 8 - Trang 1352-1357 - 2009
Guorui Feng1, Guang-Bin Huang2, Qingping Lin2, Robert Gay1
1School of Communication and Information Engineering, Shanghai University, Shanghai, China
2School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1109/IJCNN.2004.1380068

huang, 2005, on-line sequential extreme learning machine, Proc 1st Int Conf Intell Comput, 232

10.1162/089976603321891846

10.1016/j.neucom.2005.03.002

10.1109/18.256506

10.1364/AO.26.004972

10.1109/IJCNN.1992.226958

10.1002/cpa.3160410705

10.1109/18.57199

10.1016/j.neucom.2006.02.013

10.1109/TNN.2006.875977

jaeger, 2004, harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication, Science, 304, 78, 10.1126/science.1091277

10.1016/j.neucom.2005.12.126

10.1109/TNN.2006.875974

10.1109/TNN.2004.841777

10.1016/j.neucom.2007.02.009

jaeger, 2002, A tutorial on training recurrent neural networks covering BPPT RTRL EKF and the echo state network approach

10.1109/TNN.2006.880583

jaeger, 2001, The echo state approach to analysing and training recurrent neural networks

10.1109/TNN.2003.809401

10.1137/1.9781611970777

rao, 1971, Generalized Inverse of Matrices and its Applications

10.1162/neco.1997.9.2.461

10.1162/neco.1991.3.2.213

blake, 1998, UCI repository of machine learning databases