Update README.md

README.md

@@ -58,8 +58,13 @@ This dataset includes EEG data from 6 subjects. The recording protocol included
 
 Download dataset Link to dataset files: https://tinyurl.com/eeg-visual-classification
 
-Citation If you use this dataset, please cite the following works:
-
-* S. Palazzo, C. Spampinato, I. Kavasidis, D. Giordano, J. Schmidt, M. Shah, Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, doi: 10.1109/TPAMI.2020.2995909
-
-* C. Spampinato, S. Palazzo, I. Kavasidis, D. Giordano, N. Souly, M. Shah, Deep Learning Human Mind for Automated Visual Classification, International Conference on Computer Vision and Pattern Recognition, CVPR 2017
+```python
+from datasets import load_dataset
+split = "train" #could be one of "train", "test", "validation"
+data = load_dataset('luigi-s/EEG_Image_CVPR_ALL_subj', split=split).with_format(type='torch')
+eeg = data[0]['conditioning_image']
+image = data[0]['image']
+caption = data[0]['caption'])
+subject = data[0]['subject'])
+label =   data[0]['label'])
+```