Low Complexity Binarized 2D-CNN Classifier for Wearable Edge AI Devices.
David Liang Tai WongYongfu LiDeepu JohnWeng Khuen HoChun-Huat HengPublished in: IEEE Trans. Biomed. Circuits Syst. (2022)
Keyphrases
- low complexity
- wearable devices
- motion estimation
- computational complexity
- cellular neural networks
- convolutional neural network
- physical activity
- lower complexity
- wireless video
- distributed video coding
- video encoding
- edge detection
- bit plane
- sensor networks
- video streaming
- mobile devices
- mode decision
- vlsi architecture
- high data rate
- input image
- high speed
- mimo systems
- optical flow
- video coding scheme
- video encoder
- data streams
- real time