HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment

1. 1Identify the modality gap between brain signals and visual features
2. 2Apply hyperbolic feature interpolation to align neural activity with semantic and perceptual features
3. 3Use pre-trained vision models to extract features from images
4. 4Evaluate the performance of HyFI in decoding human visual system from brain signals

Neuroscientists and AI engineers on a team can benefit from HyFI to better understand the human visual system and develop more accurate brain-vision alignment models

💡 HyFI addresses the modality gap challenge in brain-vision alignment by leveraging hyperbolic geometry

💡 Hyperbolic feature interpolation for brain-vision alignment! #AI #Neuroscience