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About EMG Pattern Recognition in The Era of Big Data and Deep Learning
This document discusses how the increasing availability of electromyography (EMG) data due to factors like shared datasets online, benchmark databases, high-density EMG systems, and multi-modality sensors has led to the era of "big data" in EMG analysis. It reviews recent advances in EMG pattern recognition methods that can handle big data, including topological data analysis for feature engineering and deep learning techniques for automated feature learning. Future directions are also outlined.
Detailed Information
| Author: | ['Mahnoor Arshad'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 27 |
| Language: | English |
| Format: | |
| Price: | FREE |
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