Weiwei Guo

Research on Neural Network Training Mechanism Integrating Convex Optimization and Backpropagation

This paper deeply integrates convex optimization theory with the backpropagation algorithm and constructs a novel stable and efficient training mechanism for neural networks that achieves favorable adaptability to both shallow fully connected networks and deep convolutional networks.