Polar codes are well-suited for such applications, and recent advancements in deep learning have shown promising results in enhancing polar code decoding performance. We propose a robust decoder based ...

Decision tree and linear discrimination analysis (LDA) algorithms were employed as core design tools to identify the most effective sensing units, enabling the development of a streamlined N-acetyl- l ...

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Lightweight 2D Medical Image Segmentation via a Decoder Using Linear Deformable Convolution and Multi-scale Self-attention Abstract: Computational resources, which presents a significant challenge in ...