5 papers
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering Human Perceptual Variability on Facial Expressions
Haotian Deng, Chi Zhang, Chen Wei +1
A fundamental challenge in affective cognitive science is to develop models that accurately capture the relationship between external emotional stimuli and human internal experienc…
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…
Dimensions of Vulnerability in Visual Working Memory: An AI-Driven Approach to Perceptual Comparison
Yuang Cao, Jiachen Zou, Chen Wei +1
Human memory exhibits significant vulnerability in cognitive tasks and daily life. Comparisons between visual working memory and new perceptual input (e.g., during cognitive tasks)…
BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings
Dongyang Li, Haoyang Qin, Mingyang Wu +2
Understanding how the brain represents visual information is a fundamental challenge in neuroscience and artificial intelligence. While AI-driven decoding of neural data has provid…
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
Chen Wei, Chi Zhang, Jiachen Zou +3
Human decision-making in cognitive tasks and daily life exhibits considerable variability, shaped by factors such as task difficulty, individual preferences, and personal experienc…