Pruning Multilayered ELM Using Cholesky Factorization and Givens Rotation Transformation

Extreme learning machine is originally proposed for the learning of the single hidden layer feedforward neural network to overcome the challenges faced by the backpropagation (BP) learning algorithm and its variants. Recent studies show that ELM can be extended to the multilayered feedforward neural...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Mathematical problems in engineering 2021, Vol.2021, p.1-11
Hauptverfasser:	Liu, Jingyi, Liu, Xinxin, Liu, Chongmin, Le, Ba Tuan, Xiao, Dong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Back propagation Back propagation networks Bias Cholesky factorization Distance learning Factorization Machine learning Neural networks Nodes Numerical stability Online instruction Optimization Regularization methods Rotating machinery Rotation Stability Weight
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!