Kolmogorov-Arnold networks bridge AI and scientific discovery by increasing interpretability

AI has successfully been applied in many areas of science, advancing technologies like weather prediction and protein folding ...
IEEE

A Lightweight Convolutional Neural Network for Traffic Sign Recognition: Comparative Analysis and Integration of Xai Techniques

Abstract: Recent developments in automotive technologies and computer vision have significantly impacted Traffic Sign Recognition (TSR) sectors, particularly in the development of Driver Assistance ...
IEEE

Nonlinear Activation Functions are Not Necessary: A Lightweight Nonlinear Activation Free Network Based on Multiscale Large Kernel Attention Mechanism for Fault Diagnosis

Abstract: In recent years, there has been a notable advancement in the field of fault diagnosis, with the introduction of Transformers and convolutional neural networks (CNNs). These two approaches ...