RAWAtten: Reconfigurable Accelerator for Window Attention in Hierarchical Vision Transformers.
Wantong LiYandong LuoShimeng YuPublished in: DATE (2023)
Keyphrases
- computer vision
- real time
- field programmable gate array
- visual attention
- visual perception
- parallel implementation
- hardware implementation
- low cost
- sliding window
- general purpose
- data sets
- smart camera
- compute intensive
- image processing
- neural network
- pre attentive
- hierarchical structures
- multi objective evolutionary
- visual field
- hierarchical classification
- reconfigurable architecture
- focus of attention
- window size
- hierarchical clustering
- hierarchical structure
- unsupervised learning
- vision system
- object recognition
- multiscale