Although mathematically elegant, back-propagation isn't perfect. Instead consider using particle swarm optimization (PSO) to train your neural network; here's how.

This paper presents analysis of multiparameter optimization realized applying Particle Swarm Optimization (PSO). Model of Neural Network (NN) was selected as object. The main goal was adaptation of ...

A Convolutional Neural Network Model Based on Particle Swarm Optimization Algorithm Published in: 2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control ...

Qi Xiong, Hongbo Zhang, Qiusheng Rong, Path Planning Based on Improved Particle Swarm Optimization for AUVs, Journal of Coastal Research, SPECIAL ISSUE NO. 111.

Guifang Shen, Research on Marine Water Quality Evaluation Model Based on Improved Harmony Search Algorithm by Gaussian Disturbance to Optimize Takagi-Sugeno Fuzzy Neural Network, Journal of Coastal ...