LSTM For classification of EMG sequences

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hello,
I am trying to classify EMG signals with the movement that generated the original signal
I have tried using a patternnet but this gives very bad generalization (I think is due to my lack of knowledge in creating the ANN structure and input format) so I have been investigating LSTM networks using matlab,
am i right in following the sequence to label classification example that is provided in the documentation?
Thanks

Accepted Answer

Raunak Gupta
Raunak Gupta on 2 Dec 2019
Hi,
For using the example that is mentioned I assume you have several features from the EMG Signal and each EMG signal is a sequence of those features. Since EMG Signal is kind of signal that has temporal relationship between time frames, LSTMs will perform good in capturing the pattern across the data. The preparation of data according to the problem statement is the only concern while using LSTMs. So, I suggest setting up the data such that each datapoint corresponds to a sequence of features and its class.
  9 Comments
CHRISTOPHER MILLAR
CHRISTOPHER MILLAR on 5 Dec 2019
Raunak,
I downloaded the newest version of Matlab and this code now works
Thank you very much for all your help with this
Regards
Chris

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