Improving classification and reconstruction of imagined images from eeg signals

HIGHLIGHTS

SUMMARY

Decoding the contents of the mind from brain activity is the core task in designing and implementing brain computer interfaces (BCI). The results indicate that the brain activity evoked during presentation of visual stimuli is present during imagination of the stimuli and can be used for better classification of the imagined image, and for improving performance in reconstructing the image. In the imagination experiment, each subject was shown one of the 40 images (1 image per class), which were picked from the dataset used in the visual experiment, for 500 ms and told to . . .

 



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