MACA: Memory-aware convolution accelerating for CNN inference on edge devices.
Chaoxiong YiSonglei JianYusong TanYusen ZhangPublished in: CSCWD (2024)
Keyphrases
- image processing
- cellular neural networks
- inference process
- edge detection
- mobile devices
- memory requirements
- edge information
- main memory
- memory space
- bayesian inference
- weighted graph
- convolutional neural network
- limited memory
- random access
- memory usage
- probabilistic model
- bayesian networks
- dynamic bayesian networks
- computational power
- smart phones
- anisotropic diffusion
- associative memory
- edge detector