TranCIM: Full-Digital Bitline-Transpose CIM-based Sparse Transformer Accelerator With Pipeline/Parallel Reconfigurable Modes.
Fengbin TuZihan WuYiqi WangLing LiangLiu LiuYufei DingLeibo LiuShaojun WeiYuan XieShouyi YinPublished in: IEEE J. Solid State Circuits (2023)
Keyphrases
- parallel implementation
- compute intensive
- field programmable gate array
- parallel architecture
- parallel processing
- systolic array
- high dimensional
- fuzzy logic
- parallel computing
- sparse data
- fault diagnosis
- fine grain
- parallel computation
- sparse matrix
- parallel programming
- parallel computers
- coarse grain
- heterogeneous computing
- message passing interface
- high voltage
- reconfigurable architecture
- artificial intelligence
- power transformers
- interconnection networks
- parallel execution
- parallel processors
- shared memory
- hardware implementation
- low cost
- image processing