Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding

Chunyan Xiong, Mengli Lu, Xiaotong Yu +4

Soft-thresholding has been widely used in neural networks. Its basic network structure is a two-layer convolution neural network with soft-thresholding. Due to the network's nature…