Beyond Black Boxes: Enhancing Interpretability of Transformers Trained on Neural Data

Laurence Freeman, Philip Shamash, Vinam Arora +3

Transformer models have become state-of-the-art in decoding stimuli and behavior from neural activity, significantly advancing neuroscience research. Yet greater transparency in th…