CPSAA: Accelerating Sparse Attention Using Crossbar-Based Processing-In-Memory Architecture.
Huize LiHai JinLong ZhengXiaofei LiaoYu HuangCong LiuJiahong XuZhuohui DuanDan ChenChuangyi GuiPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2024)
Keyphrases
- processing elements
- memory management
- real time
- distributed processing
- random access
- parallel architecture
- computational power
- high dimensional
- memory requirements
- network architecture
- memory usage
- digital signal processors
- management system
- associative memory
- data sets
- memory access
- sparse data
- hardware architecture
- memory space
- data processing
- compressed sensing
- level parallelism
- memory hierarchy
- face recognition
- operating system
- processing units
- data acquisition
- compressive sensing
- software architecture
- visual attention
- sparse coding
- hardware implementation