NICE: Noise Injection and Clamping Estimation for Neural Network Quantization.
Chaim BaskinNatan LissYoav ChaiEvgenii ZheltonozhskiiEli SchwartzRaja GiryesAvi MendelsonAlexander M. BronsteinPublished in: CoRR (2018)
Keyphrases
- neural network
- quantization noise
- artificial neural networks
- noise level
- estimation error
- parameter estimation
- signal subspace
- self organizing maps
- signal to noise ratio
- neural network model
- additive noise
- random noise
- noisy data
- feed forward
- pattern recognition
- general regression neural networks
- recurrent neural networks
- neural network is trained
- train a neural network
- measurement error
- quantization error
- robust estimation
- median filter
- estimation algorithm
- noise reduction
- fault diagnosis
- missing data
- fuzzy logic
- genetic algorithm