BP Algorithm Implementation in MATLAB

In my graduation project, I developed a comprehensive Backpropagation (BP) algorithm implementation using MATLAB. This program serves as a crucial component of my thesis work, incorporating forward propagation with sigmoid activation functions and backpropagation with gradient descent optimization. The implementation includes proper weight initialization, error calculation through mean squared error, and iterative training cycles with convergence monitoring. I dedicated significant time and effort to ensure not only stable execution but also accurate functional performance through extensive testing with various datasets. The code structure features modular design with separate functions for network initialization, feedforward computation, and weight updates. Should you have any suggestions or identifications for improvement regarding the algorithm implementation or code structure, I would greatly appreciate your feedback to further enhance this work.