CNN Inference Using a Preprocessing Precision Controller and Approximate Multipliers With Various Precisions.
Issam HammadLing LiKamal El-SankaryW. Martin SnelgrovePublished in: IEEE Access (2021)
Keyphrases
- preprocessing
- inference in graphical models
- control system
- cellular neural networks
- bayesian networks
- feature extraction
- post processing
- high precision
- preprocessing step
- neural network
- convolutional neural network
- precision and recall
- real time
- preprocessing phase
- inference engine
- control law
- controller design
- probabilistic inference
- inference process
- control architecture
- face detection
- adaptive fuzzy
- feedback control
- dynamic bayesian networks
- control parameters
- pid controller
- fuzzy model
- control scheme