Decoding and Reconstruction of Visual Stimuli Using EEG Embeddings

The author presents an EEG-based visual reconstruction framework that achieves state-of-the-art performance in image classification, retrieval, and generation tasks by utilizing the Adaptive Thinking Mapper (ATM) EEG encoder and a two-stage image generation strategy.