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）

Version 1.2 (38 KB) by Eiji Ota
Demo files for a Japanese web seminar "Neural Network for Sensor Data Analysis"
5.0
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1.2K Downloads
Updated 21 Dec 2017

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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

Cite As

Eiji Ota (2024). 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://www.mathworks.com/matlabcentral/fileexchange/64268-neural-network-for-sensor-data-analysis), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2017a
Compatible with any release
Platform Compatibility
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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/

Version Published Release Notes
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.
1.1.0.0

Added code for classifying human activity using LSTM
1.0.0.0