Source Codes and Data for Improved Multilayer ELM

In this source code and data folder, there are codes of two novel multilayer extreme learning machine networks (IML_ELM1.m and IML_ELM2.m) and an original multilayer extreme learning machine network (original_ML_ELM.m). The main.m program runs all these networks. The main.m only runs for benchmark dynamic system 1 (P1veri.mat and P1veritest.mat). In order to investigate the networks' modeling performances on other benchmark dynamic systems, it must be used datasets (P2veri.mat-P7veri.mat) stored in the data folder.