Tianlei Wang

An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder

Recently, by employing the stacked extreme learning machine (ELM) based autoencoders (ELM-AE) and sparse AEs (SAE), multilayer ELM (ML-ELM) and hierarchical ELM (H-ELM) has been developed. Compared to the conventional stacked AEs, the ML-ELM and H-ELM usually achieve better generalization performanc…