HARDSEA: Hybrid Analog-ReRAM Clustering and Digital-SRAM In-Memory Computing Accelerator for Dynamic Sparse Self-Attention in Transformer.
Shiwei LiuChen MuHao JiangYunzhengmao WangJinshan ZhangFeng LinKeji ZhouQi LiuChixiao ChenPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2024)
Keyphrases
- clustering algorithm
- mixed signal
- low power
- high dimensional
- clustering method
- k means
- dynamic environments
- power consumption
- random access memory
- sparse data
- memory usage
- sparse coding
- memory requirements
- sparse representation
- power system
- high speed
- hierarchical clustering
- cluster analysis
- self organizing maps
- memory space
- circuit design
- power dissipation
- data conversion
- neural network