Publications by authors named "Haochuan Hu"
Article Synopsis
- The study explores using photonic technologies to enhance machine learning for image classification, focusing on a convolutional neural network (CNN).
- The first layer of the CNN is replaced with a special image sensor array that captures detailed images of transparent objects, improving how the network interprets data.
- Results indicate that this new hybrid system can accurately classify cancer cells with over 90% accuracy while significantly lowering computational costs compared to traditional digital methods.
