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Deep Learning for Sensor-Based Rehabilitation Exercise Recognition and Evaluation†
In this paper, a multipath convolutional neural network (MP-CNN) is proposed for rehabilitation exercise recognition using sensor data. It consists of two novel components: a dynamic convolutional neural network (D-CNN) and a state transition probability CNN (S-CNN). In the D-CNN, Gaussian mixture m...
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| 出版年: | Sensors (Basel) |
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| 主要な著者: | , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
MDPI
2019
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6412882/ https://ncbi.nlm.nih.gov/pubmed/30791648 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19040887 |
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