Quantization Modes for Neural Network Inference: ASIC Implementation Trade-offs.
Nathan BainRoberto GuizzettiEmilien TalyAli OudrhiriBruno PaillePascal UrardFrédéric PétrotPublished in: IJCNN (2023)
Keyphrases
- neural network
- trade off
- hardware implementation
- hardware architecture
- circuit design
- artificial neural networks
- design methodology
- efficient implementation
- expert systems
- associative memory
- fuzzy neural network
- pattern recognition
- prediction model
- neural nets
- probabilistic inference
- bayesian inference
- back propagation
- low cost
- fuzzy logic
- multi layer perceptron
- inference process
- bayesian networks