DDC-PIM: Efficient Algorithm/Architecture Co-design for Doubling Data Capacity of SRAM-based Processing-In-Memory.
Cenlin DuanJianlei YangXiaolin HeYingjie QiYikun WangYiou WangZiyan HeBonan YanXueyan WangXiaotao JiaWeitao PanWeisheng ZhaoPublished in: CoRR (2023)
Keyphrases
- memory space
- input data
- data sets
- data processing
- single pass
- noisy data
- limited memory
- learning algorithm
- detection algorithm
- computationally efficient
- np hard
- disk resident data
- memory usage
- computational power
- data acquisition
- data sources
- dynamic programming
- k means
- data analysis
- training data
- parallel architecture
- data structure
- memory requirements
- optimal solution
- external memory
- memory management
- design considerations
- memory efficient
- central processor
- missing data
- synthetic datasets
- parallel processing
- main memory
- power consumption
- database
- probabilistic model
- association rules
- computational complexity
- decision trees
- real time