センサーデータ解析にニューラルネットを応用した例題:
・加速度データによる人の活動状態の識別(分類)
・心電図の異常検知
・加速度データによる構造物の異常検知
・シンプルな正弦波の異常検知
인용 양식
Eiji Ota (2026). センサーデータ解析のためのニューラルネット(Neural Network for Sensor Data Analysis) (https://kr.mathworks.com/matlabcentral/fileexchange/64268-neural-network-for-sensor-data-analysis), MATLAB Central File Exchange. 검색 날짜: .
MATLAB 릴리스 호환 정보
개발 환경:
R2017a
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux카테고리
Help Center 및 MATLAB Answers에서 Get Started with Deep Learning Toolbox에 대해 자세히 알아보기
태그
NNforSensorData/English/1_UCI_AE/
NNforSensorData/English/2_ECG_AE/
NNforSensorData/English/3_SHM_AE/
NNforSensorData/English/4_TOY_AE/
NNforSensorData/Japanese/1_UCI_AE/
NNforSensorData/Japanese/2_ECG_AE/
NNforSensorData/Japanese/3_SHM_AE/
NNforSensorData/Japanese/4_TOY_AE/
| 버전 | 게시됨 | 릴리스 정보 | |
|---|---|---|---|
| 1.2 | Fixed a bug related to license issue. Even though this demo originally doesn't need a license of Computer Vision System Toolbox, but one of function caused a bug which try to check out the license. And I added simple example. |
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| 1.1.0.0 | Added code for classifying human activity using LSTM |
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| 1.0.0.0 |
