Nature

MVB fault diagnosis based on time-frequency analysis and convolutional neural networks

With the continuous advancement of modern railway and industrial automation systems, the multifunction vehicle bus (MVB) network has become a critical communication infrastructure. The MVB network ...
Nature

All-optical convolutional neural network based on phase change materials in silicon photonics platform

This paper presents a design for an integrated all-optical convolution neural network in which all three network layers i.e. convolution, max-pooling and fully connected can be implemented in silicon ...