Modality-agnostic decoders leverage modality-invariant representations in human subjects' brain activity to predict stimuli irrespective of their modality (image, text, mental imagery).

Artificial intelligence researchers from Meta Platforms Inc. have made another key breakthrough, designing an algorithm that can replicate the process of transforming brain activity into the images we ...

The proposed topology-aware decoding approach captures the dependencies between different feature domains, ensuring robust and more accurate decoding of electroencephalography (EEG) signals.