H3DAtten: Heterogeneous 3-D Integrated Hybrid Analog and Digital Compute-in-Memory Accelerator for Vision Transformer Self-Attention.
Wantong LiMadison ManleyJames ReadAnkit KaulMuhannad S. BakirShimeng YuPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2023)
Keyphrases
- compute intensive
- mixed signal
- real time
- fuzzy logic
- circuit design
- computer vision
- printed circuit
- memory usage
- vision system
- analog to digital converter
- memory size
- parallel implementation
- neural network
- delta sigma
- data conversion
- visual field
- memory requirements
- signal processing
- computing power
- digital curves
- visual attention
- pre attentive
- power system
- data mining
- hybrid learning
- image processing
- sigma delta
- infrared
- fault diagnosis
- main memory
- limited memory
- random access
- heterogeneous networks
- low power
- digital media