Examining the Role and Limits of Batchnorm Optimization to Mitigate Diverse Hardware-noise in In-memory Computing.
Abhiroop BhattacharjeeAbhishek MoitraYoungeun KimYeshwanth VenkateshaPriyadarshini PandaPublished in: CoRR (2023)
Keyphrases
- computing power
- optimization process
- real time
- low cost
- memory requirements
- parallel hardware
- hardware and software
- computational power
- noisy data
- image noise
- noise level
- constrained optimization
- main memory
- optimization method
- optimization algorithm
- wide variety
- internal memory
- limited memory
- hardware implementation
- real world
- associative memory
- noise reduction
- optimization problems
- data structure
- embedded systems
- median filter
- signal to noise ratio
- gaussian noise
- global optimization
- missing data
- random noise
- processing elements
- memory management
- database systems