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"
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1.3K 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 (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://ch.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
Windows macOS Linux
Categories
Find more on Get Started with Deep Learning Toolbox in Help Center and MATLAB Answers
Tags Add Tags

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