About dataset
sadaf92 opened this issue · 13 comments
Hi there,
I'm trying to implement your code on the BCI IV 2a dataset. However, I'm wondering how is the structure of the label and data in your mat file since I couldn't rebuild the mat file based on the "getData.m" function. If you can provide a tree structure of the data regarding trials and labels, it will be clearer.
I'm not sure if I can help you, but I've finished implementing the code. If you need data, you can contact me. My email is shichi1999js@163.com
Thank you so much for your response. I already loaded the data. What I faced is that the results I achieved are different from what is mentioned in the paper. I'm wondering if there is anything that I should change regarding the data. I used the default version of the code which was without standardization. Could it be the reason? Or whatever else do you guess that are helpful to implement?
Hello, please make sure the preprocessing is okay firstly. The choice of the slice size has some impact. Then you may try to adjust common parameters of Transformer.
HI @eeyhsong, can you help me with the dataset format, how should I give input to the code?
I have .mat file which has dimensions 62x47001x15
62 channels, 47001 time points, 15 subjects
@pskadasi hi,
The input shape of the model [Trans] is (batch, 1, channels, samples), you can resize in function [get_source_data()].
And for your dataset, you need to segment the whole data into trials using the markers.
HI @eeyhsong, can you help me with the dataset format, how should I give input to the code?
I have .mat file which has dimensions 62x47001x15 62 channels, 47001 time points, 15 subjects
Hello, could you please share your data set with me? Thanks a million!! My email is lmy232496@163.com
hi did you get the dataset?, if not let me know again. will send it
@pskadasi Can you please send me the dataset link because i'm unable to convert to .mat file for training from .gdf file.
hi @Kaverigg how should i send the dataset?
send me the drive link to download via kaverialphaics@gmail.com
链接：https://pan.baidu.com/s/1vlNjAV0ZWTdS7x0xvHHJdg 提取码：2l3t 这时数据集的百度网盘 | | 刘梦园 | | @.*** | ---- Replied Message ---- | From | Kaveri @.> | | Date | 5/17/2024 23:43 | | To | @.> | | Cc | @.> , @.> | | Subject | Re: [eeyhsong/EEG-Transformer] About dataset (Issue #4) | hi @Kaverigg how should i send the dataset? send me the drive link to download via @.*** — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you were mentioned.Message ID: @.***>
send me Hi msg to above mentioned mail id. Thank you
I'm not sure if I can help you, but I've finished implementing the code. If you need data, you can contact me. My email is shichi1999js@163.com
Thank you so much for sharing data.