EEGNet Classification of Two Channels Sleep EEG for IndividualSpecialization Based on Data Augmentation-Reference-Cited by-同舟云学术

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EEGNet Classification of Two Channels Sleep EEG for IndividualSpecialization Based on Data Augmentation

Published:2024-03-22 Issue: Volume:41 Page:288-292
ISSN:
Container-title:Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning
language:
Short-container-title:

Author:

Xue Hongxi¹^ORCID,Xia Mo¹^ORCID,Deng Rui¹^ORCID,Cao Jianting¹^ORCID

Affiliation:

1. Graduate School of Engineering, Saitama Institute of Technology, Japan

Funder

JSPS KAKENHI

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3654823.3654876

Reference13 articles.

1. Computer-assisted sleep staging

2. Discrete Cosine Transform

3. Josep Dinarès-Ferran, Rupert Ortner, Christoph Guger, and Jordi Solé-Casals. 2018. A new method to generate artificial frames using the empirical mode decomposition for an EEG-based motor imagery BCI. Frontiers in neuroscience 12 (2018), 308.

4. Rafael Elul. 1972. The genesis of the EEG. International review of neurobiology 15 (1972), 227–272.

5. Home-use and real-time sleep-staging system based on eye masks and mobile devices with a deep learning model;Hsieh Tsung-Hao;Journal of medical and biological engineering,2021

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