Welcome to EEG-DL Discussions!

[SuperBruceJia]

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[xiaoaixiaoai]

Hello, may I ask that the duration of the motor imagery data task phase read out is 125 seconds, but I don't really understand how to correspond to the task state, I hope to get your answers and help, thank you

[SuperBruceJia]

Hi, thanks a lot for your interest in our work.

Sorry for the late response. I encourage you to view the details from the website (EEG Motor Movement/Imagery Dataset) or the original paper. Meanwhile, please check this file line by line to understand the meaning.

If you have any questions, please let me know.

Best,

Shuyue
May 19, 2022

[ZhangGf94]

Many Thanks

[xiaoaixiaoai]

Okay.Sincerely thank you for your reply and suggestion

[dawin2015]

Thank you very much for your wonderful work. I recently read the EEG-related papers and found that the DL-related model has achieved more than 90% accuracy on a single data set, and the remaining 10% is something that I feel has landed in the industry. Therefore, at present, is it still meaningful to use similar graph neural networks to innovate models?

[ClareXUse]

may i ask a question that why there are two TransformerBlocks in the strcture of transformer?
the code is following
what is the difference between one layer and two layers?

Encoder Architecture

transformer_block_1 = TransformerBlock(embed_dim=embed_dim, num_heads=num_heads, ff_dim=ff_dim)
transformer_block_2 = TransformerBlock(embed_dim=embed_dim, num_heads=num_heads, ff_dim=ff_dim)
x = transformer_block_1(x)
x = transformer_block_2(x)

[sangwan130]

i am using Read_Raw_Data_Save_Into_Matlab_Files.py for physionet dataset and error occurs is

X_105_C5, y_105_C5 = load_raw_data(electrodes=electrodes, subject=subject, num_classes=nclasses)
File " \Read_Raw_Data_Save_Into_Matlab_Files.py", line 200, in load_raw_data
return np.array(trials, dtype=np.float64).reshape((len(trials),) + trials[0].shape + (1,)), np.array(labels, dtype=np.float64)
IndexError: list index out of range

Can you help me to sort out this or provide link for dataset with labels