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cs.HC2025
Uncovering the EEG Temporal Representation of Low-dimensional Object Properties
Jiahua Tang, Song Wang, Jiachen Zou +2
Understanding how the human brain encodes and processes external visual stimuli has been a fundamental challenge in neuroscience. With advancements in artificial intelligence, soph…
cs.HC2024
RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals
Dongyang Li, Haoyang Qin, Mingyang Wu +4
Decoding visual stimuli from neural recordings is a critical challenge in the development of brain-computer interfaces (BCIs). Although recent EEG-based decoding approaches have ma…
cs.HC2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
Dongyang Li, Chen Wei, Shiying Li +3
How to decode human vision through neural signals has attracted a long-standing interest in neuroscience and machine learning. Modern contrastive learning and generative models imp…