Nature

Convolution neural network with batch normalization and inception-residual modules for Android malware classification

Deep learning technology is changing the landscape of cybersecurity research, especially the study of large amounts of data. With the rapid growth in the number of malware, developing of an efficient ...
The Manila Times

WiMi Develops Quantum Convolutional Neural Network Model for Classical Data Classification

WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ('WIMI' or the 'Company'), a leading global Hologram Augmented Reality ('AR') Technology provider, has completed systematic benchmark testing on fully ...
Nature

EdgeConnect model based on Fourier convolution for Dunhuang mural costume image restoration

Image inpainting is crucial for image editing and cultural heritage restoration. The complex structures and large damaged areas of Dunhuang murals make traditional methods ineffective for recovering ...
EurekAlert!

Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation

Through a comprehensive evaluation of model complexity and number of parameters, it was determined that the overall performance of the proposed model is the best when eight group convolutions are used ...