Number of EEG Channels
#3
by
Shuohan
- opened
The device used in this dataset had at most 5 EEG channels, while other existing datasets (e.g., brain2image and eeg2image) have many more number of channels than this, would this compromise the performance of any model trained on this dataset.
For the ImageNet one specifically.
Yes It should but nevertheless good accuracies have been reported for the imagenet dataset https://huggingface.co/spaces/DavidVivancos/MindBigData-Leaderboard
not in color but in b&w and only digits 0-9, but 70000 entries you can check the Visual Mnist dataset with 64 & 128 EEG Channels, there is a new entry for the 64 channels reporting 86% too https://www.sciencedirect.com/science/article/pii/S0925231224004259