no code implementations • 27 Oct 2021 • Yu Xue, Ziming Yuan, Ferrante Neri
It uses contextual information to recalibrate the input to strengthen the propagation of informative features.
no code implementations • 27 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.
no code implementations • 19 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.