Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation

Xiaozhao Liu, Dinggang Shen, Xihui Liu

Pretrained generative models have opened new frontiers in brain decoding by enabling the synthesis of realistic texts and images from non-invasive brain recordings. However, the re…