Adaptive Neural Network Structure Optimization Algorithm Based on Dynamic Nodes

Adaptive Neural Network Structure Optimization Algorithm Based on Dynamic Nodes

Large-scale artificial neural networks have many redundant structures, making the network fall into the issue of local optimization and extended training time. Moreover, existing neural network topology optimization algorithms have the disadvantage of many calculations and complex network structure...

Full description

Bibliographic Details
Main Authors: Miao Wang, Xu Yang, Yunchong Qian, Yunlin Lei, Jian Cai, Ziyi Huan, Xialv Lin, Hao Dong
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Current Issues in Molecular Biology
Subjects:
Adaptive Neural Network Structure
genetic algorithm
Hebb’s rule
Pearson correlation coefficient
Online Access:https://www.mdpi.com/1467-3045/44/2/56

Internet

https://www.mdpi.com/1467-3045/44/2/56

Similar Items