Toward Data-Adaptable TinyML using Model Partial Replacement for Resource Frugal Edge Device.
Jisu KwonDaejin ParkPublished in: HPC Asia (2021)
Keyphrases
- experimental data
- prior knowledge
- data sets
- computational model
- simulation data
- data structure
- probability distribution
- computer systems
- data collection
- statistical analysis
- original data
- statistical model
- high level
- management system
- data sources
- high quality
- data processing
- measured data
- empirical data
- training data
- mathematical model
- image data
- input data
- synthetic data
- test data
- data acquisition
- network structure
- conceptual model
- similarity measure
- data quality
- information resources
- learned models
- data mining techniques