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A Unified Framework for U-Net Design and Analysis

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 existing code and other assets we used ...
GitHub

kajeethkumar/1D-CNN-FAO

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 ...
Frontiers

Vision transformer-based uncertainty quantification for triaging skin lesions: a probabilistic framework for automated biopsy recommendation

incorporated Discrete Wavelet Transformation (DWT) into the CNN pipeline to obtain multi-scale spectral features that the traditional convolutions tend to overlook. Although these architectural ...
Frontiers

MsGCN: a multi-stream graph convolutional network for multiband PLV graph fusion in EEG-based biometric identification

2.6 Experimental implementation details The model is implemented based on the Python 3.7 and TensorFlow 2.3.1 framework. NVIDIA GeForce RTX 2080Ti is used for model training. 2.7 Baseline models In ...