A Multiplier-Free Convolution Neural Network Hardware Accelerator for Real-Time Bearing Condition Detection of CNC Machinery.
Yu-Pei LiangMing-You HungChing-Che ChungPublished in: Sensors (2023)
Keyphrases
- real time
- neural network
- low cost
- hardware implementation
- dedicated hardware
- image processing
- standard pc
- face detection and tracking
- artificial neural networks
- video rate
- video mosaicing
- graphics hardware
- automatic detection
- detection algorithm
- false positives
- control system
- digital signal processor
- genetic algorithm
- data acquisition
- feed forward
- sufficient conditions
- back propagation
- object detection
- high speed
- vlsi architecture
- vision system
- field programmable gate array
- detection rate
- parallel implementation
- real time control
- signal processing
- hardware and software
- bp neural network
- neural network model
- anomaly detection
- convolution kernel
- fault diagnosis