Abstract: Quantifying the complexity of biomedical signals offers critical insight into underlying physiological and pathological dynamics. This study systematically evaluates compression-based ...

This repository contains the implementation of a 1D CNN optimized using the Fractional Adam Optimizer (FAO) for ECG arrhythmia classification on the MIT-BIH Arrhythmia dataset. MIT-BIH Arrhythmia ...

This repository is the official implementation of A Unified Framework for U-Net Design and Analysis. We refer to Appendix E in the paper for more details on the ...

Abstract: Image compression is a continuously evolving field, driven by the need for optimizing storage and transmission while maintaining image fidelity. This work explores a hybrid compression ...

Therefore, using node strength as the initial node feature reduces one graph convolution operation while preserving the first-order connectivity-strength information. In this study, the term “fusion” ...