Tech Xplore

AI device with ion gel and graphene cuts machine learning power use 100-fold

In recent years, power consumption by machine learning technologies, represented by deep learning and generative artificial ...
IEEE

A Model-Independent Trojan Attack on Deep Learning-Based FDIA Detection in Smart Grid Protection Systems

Abstract: Deep learning (DL) models have been proven to be highly effective in detecting false data injection attacks (FDIAs) in smart grids relying only on the measurements of the secured component.
IEEE

Consumer IoV: A Hybrid Deep Learning Model for Remaining Useful Life Prediction of Vehicle Battery

Abstract: Deep learning has advanced consumer electronics, particularly in predictive maintenance and resource optimization. Within the consumer internet of vehicles (CIoV) framework, these ...
Frontiers

Deep learning super-resolution for temperature data downscaling: a comprehensive study using residual networks

Extreme weather events such as heatwaves, cyclones, floods, wildfires, and droughts are becoming more frequent due to climate change. Climate change causes shifts in biodiversity and impacts ...
Scientific Research Publishing

Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning ()

Diabetic retinopathy (DR), a leading cause of vision impairment worldwide, primarily impacts individuals with diabetes, making early detection vital to prevent irreversible vision loss. Leveraging ...