Cascade Correlation Neural Network function

Versione 1.0.0 (2,44 KB) da Mark Wang
A function to realize Cascade Correlation Neural Network that can adaptively increase hidden neurons to fit data. The main file is main.m.
0.0
(0)
22 download
Aggiornato 13 dic 2022

Visualizza la licenza

This is a function to realize Cascade Correlation Neural Network that can adaptively increase hidden neurons to fit data.
The main file is main.m.You may change the data to train,the activation function, and the maximum hidden neuron num. In the current version, the num of output must be 1.
The fundamental formulas are based on the paper below:
Fahlman S, Lebiere C. The cascade-correlation learning architecture[J]. Advances in neural information processing systems, 1989, 2.

Cita come

Mark Wang (2024). Cascade Correlation Neural Network function (https://www.mathworks.com/matlabcentral/fileexchange/122042-cascade-correlation-neural-network-function), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2022b
Compatibile con R2016b e release successive
Compatibilità della piattaforma
Windows macOS Linux
Tag Aggiungi tag

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Versione Pubblicato Note della release
1.0.0