Diffractive networks enable optical information transfer through random and unknown diffusers

The transmission of optical information through random scattering media is a major challenge in optics, biomedical imaging, ...
IEEE

Explainable Artificial Intelligence for Time Series Using Attention Mechanism: Application to Wind Turbine Fault Detection

Abstract: The time series classification problem is highly relevant in many important domains, such as industry, finance, and healthcare. It is a long-known problem that has been addressed by a ...
Carscoops

A Slate Designer Spent His Spare Time Redrawing Volvo’s Lost Wagon

Volvo’s current lineup leans hard on SUVs, but the brand built its reputation on wagons, and there’s reason to believe it hasn’t given up on them. Neither has at least one of the people who used to ...
IEEE

Knowledge Aggregation Transformer Network for Multivariate Time Series Classification

Abstract: Over the years, various sophisticated deep learning algorithms have surfaced for multivariate time series classification (MTSC), notably the dual-network-based model. This model comprises ...