Search Results for author: Yu Xue

Found 4 papers, 0 papers with code

HDAM: Heuristic Difference Attention Module for Convolutional Neural Networks

no code implementations19 Feb 2022 Yu Xue, Ziming Yuan

Most attention mechanisms are bound to the convolutional layer and use local or global contextual information to recalibrate the input.

A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick

no code implementations27 Oct 2021 Yu Xue, Ziming Yuan, Adam Slowik

In this paper, we propose an efficient five-sleep-stage classification method using convolutional neural networks (CNNs) with a novel data processing trick and we design neural architecture search (NAS) technique based on genetic algorithm (GA), NAS-G, to search for the best CNN architecture.

Automatic Sleep Stage Classification Classification +1

ConAM: Confidence Attention Module for Convolutional Neural Networks

no code implementations27 Oct 2021 Yu Xue, Ziming Yuan, Ferrante Neri

It uses contextual information to recalibrate the input to strengthen the propagation of informative features.

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