IEEE

Curvature-Based Piecewise Linear Approximation Method of GELU Activation Function in Neural Networks

Abstract: Artificial neural networks (ANNs) rely significantly on activation functions for optimal performance. Traditional activation functions such as ReLU and Sigmoid are commonly used. However, ...
IEEE

A Comparative Study of Object Detection and Keypoint-Based Methods for Static Chinese Sign Language Recognition

Abstract: This study addresses the challenges of data scarcity and gesture complexity in Chinese Sign Language (CSL) recognition by constructing a high-quality image dataset that covers 19 common ...