A portable, automatic data qantizer for deep neural networks.
Young H. OhQuan QuanDaeyeon KimSeonghak KimJun HeoSungjun JungJaeyoung JangJae W. LeePublished in: PACT (2018)
Keyphrases
- neural network
- data sets
- database
- synthetic data
- raw data
- training data
- semi automatic
- data processing
- historical data
- statistical analysis
- data collection
- data analysis
- data points
- image data
- original data
- artificial neural networks
- computer systems
- pattern recognition
- data structure
- missing values
- data acquisition
- genetic algorithm
- data sources
- complex data
- data quality
- data objects
- social networks
- fully automatic
- data distribution
- experimental data
- wireless sensor networks
- input data
- nearest neighbor
- probability distribution
- end users