오늘은 맑음

NPU, AI Accelerator 관련 논문 정리 (추가논문) 본문

NPU

NPU, AI Accelerator 관련 논문 정리 (추가논문)

자전거 타는 구구 2020. 7. 10. 17:07
반응형

Lee, Jinmook, et al. "UNPU: A 50.6 TOPS/W unified deep neural network accelerator with 1b-to-16b fully-variable weight bit-precision." 2018 IEEE International Solid-State Circuits Conference-(ISSCC). IEEE, 2018.

Sharma, Hardik, et al. "Bit fusion: Bit-level dynamically composable architecture for accelerating deep neural network." 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA). IEEE, 2018.

Mahdiani, Hamid Reza, et al. "Bio-inspired imprecise computational blocks for efficient VLSI implementation of soft-computing applications." IEEE Transactions on Circuits and Systems I: Regular Papers 57.4 (2009): 850-862.

Abdelouahab, Kamel, Maxime Pelcat, and Francois Berry. "The challenge of multi-operand adders in CNNs on FPGAs: how not to solve it!." Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation. 2018.

반응형
Comments