DE Feature normalization

[edugm94]

Hello,

I would like to know if the features are normalised or scaled or had any other type of preprocessing.
Thanks in advance!

[xueyunlong12589]

I added a BN layer to the first layer of the network, so there was no pre-processing of the DE feature. Of course, it is also possible to remove the BN layer and normalize or standardize the data before entering the network

[edugm94]

Alright, thanks. I am trying to replicate the results from the paper and I was not able to get the 79.95 +- 9.02 in the leave-one-subject-out experiment (Table 3 from the paper).

[edugm94]

Hello, can it be possible to get the hyperparameters used during training?

[xueyunlong12589]

This is the open-source code of the paper's author, you can check it.

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[edugm94]

Thanks! I tried to access here: http://aip.seu.edu.cn/songtengfei but the website does not exist or is inaccessible. Please, if you could provide the training script it would be great! Thanks :)