MixCIM: A Hybrid-Cell-Based Computing-in-Memory Macro with Less-Data-Movement and Activation-Memory-Reuse for Depthwise Separable Neural Networks.
Xin QiaoJiahao SongYouming YangRenjie WeiXiyuan TangMeng LiRunsheng WangYuan WangPublished in: CICC (2024)
Keyphrases
- neural network
- computing power
- data sets
- data transfer
- computational power
- incoming data
- data collection
- data structure
- limited memory
- data analysis
- database
- data mining techniques
- memory usage
- data processing
- artificial neural networks
- data quality
- data objects
- experimental data
- synthetic data
- high dimensional
- memory requirements
- sensor data
- prior knowledge
- high dimensional data
- computer systems
- input data
- fuzzy logic
- image data
- knowledge discovery
- data sources