Hardware-Aware Mixed-Precision Neural Networks using In-Train Quantization.
Manoj Rohit VemparalaNael FasfousLukas FrickensteinAlexander FrickensteinAnmol SinghDriton SalihuChristian UngerNaveen Shankar NagarajaWalter StechelePublished in: BMVC (2021)
Keyphrases
- neural network
- low cost
- real time
- pattern recognition
- hardware and software
- hardware implementation
- neural nets
- computer systems
- precision and recall
- high precision
- quantization error
- artificial neural networks
- image processing
- genetic algorithm
- high recall
- fuzzy logic
- color images
- personal computer
- multi layer
- training process
- computing systems
- color quantization
- hardware architecture
- average precision
- recurrent neural networks
- feed forward
- neural network model
- data sets