A Multiplier-Less Convolutional Neural Network Inference Accelerator for Intelligent Edge Devices.
Ming-Hang HsiehYu-Tung LiuTzi-Dar ChiuehPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2021)
Keyphrases
- convolutional neural network
- face detection
- mobile devices
- edge detection
- intelligent environments
- intelligent systems
- neural network
- inference process
- floating point
- parallel implementation
- hardware implementation
- edge information
- bayesian inference
- mobile applications
- edge detector
- weighted graph
- image processing algorithms
- belief networks
- structured prediction
- inference mechanism
- smart objects
- context aware