Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis

Keyphrases

• Attention-based 100%
• Cortical Source Analysis 100%
• Vision Transformer 100%
• Transformer Attention 100%
• Convolutional Neural Network 50%
• Surface Data 50%
• Cortical Surface 25%
• Strong Potential 25%
• Developmental Pattern 25%
• Computer Vision 25%
• Human Connectome Project 25%
• Design Requirements 25%
• Attention Map 25%
• Irregular Surface 25%
• Transformer Model 25%
• Surface Metrics 25%
• Self-attention Layer 25%
• Domain-agnostic 25%
• Attention Modeling 25%
• Multi-head Attention 25%
• Non-Euclidean Geometry 25%
• Spherical Manifold 25%
• Triangular Patch 25%
• Spherical Data 25%

Mathematics

• Manifold 100%
• Convolutional Neural Network 100%
• Convolution 50%
• Free Convolution 50%
• Euclidean Geometry 50%

Computer Science

• Vision Transformer 100%
• Convolutional Neural Network 50%
• Attention (Machine Learning) 25%
• Euclidean Geometry 25%
• Computer Vision 25%