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Yunji Chen
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DianNao: a small-footprint high-throughput accelerator for ubiquitous machine-learning
T Chen, Z Du, N Sun, J Wang, C Wu, Y Chen, O Temam
Proceedings of the 19th international conference on Architectural support …, 2014
18562014
Dadiannao: A machine-learning supercomputer
Y Chen, T Luo, S Liu, S Zhang, L He, J Wang, L Li, T Chen, Z Xu, N Sun, ...
2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 609-622, 2014
18532014
ShiDianNao: Shifting vision processing closer to the sensor
Z Du, R Fasthuber, T Chen, P Ienne, L Li, T Luo, X Feng, Y Chen, ...
Proceedings of the 42nd annual international symposium on computer …, 2015
12252015
Cambricon-X: An accelerator for sparse neural networks
S Zhang, Z Du, L Zhang, H Lan, S Liu, L Li, Q Guo, T Chen, Y Chen
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
7652016
PuDianNao: A Polyvalent Machine Learning Accelerator
D Liu, T Chen, S Liu, J Zhou, S Zhou, O Teman, X Feng, X Zhou, Y Chen
Proceedings of the Twentieth International Conference on Architectural …, 2015
4632015
Cambricon: An instruction set architecture for neural networks
S Liu, Z Du, J Tao, D Han, T Luo, Y Xie, Y Chen, T Chen
ACM SIGARCH Computer Architecture News 44 (3), 393-405, 2016
4322016
DianNao family: energy-efficient hardware accelerators for machine learning
Y Chen, T Chen, Z Xu, N Sun, O Temam
Communications of the ACM 59 (11), 105-112, 2016
3012016
DaDianNao: A neural network supercomputer
T Luo, S Liu, L Li, Y Wang, S Zhang, T Chen, Z Xu, O Temam, Y Chen
IEEE Transactions on Computers 66 (1), 73-88, 2016
2472016
Cambricon-S: Addressing irregularity in sparse neural networks through a cooperative software/hardware approach
X Zhou, Z Du, Q Guo, S Liu, C Liu, C Wang, X Zhou, L Li, T Chen, Y Chen
2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018
1802018
Godson-3: A scalable multicore RISC processor with X86 emulation
W Hu, J Wang, X Gao, Y Chen, Q Liu, G Li
IEEE micro 29 (2), 17-29, 2009
1452009
Leveraging the error resilience of machine-learning applications for designing highly energy efficient accelerators
Z Du, K Palem, A Lingamneni, O Temam, Y Chen, C Wu
2014 19th Asia and South Pacific design automation conference (ASP-DAC), 201-206, 2014
1432014
BenchNN: On the broad potential application scope of hardware neural network accelerators
T Chen, Y Chen, M Duranton, Q Guo, A Hashmi, M Lipasti, A Nere, S Qiu, ...
2012 IEEE International Symposium on Workload Characterization (IISWC), 36-45, 2012
1362012
Neuromorphic accelerators: A comparison between neuroscience and machine-learning approaches
Z Du, DD Ben-Dayan Rubin, Y Chen, L He, T Chen, L Zhang, C Wu, ...
Proceedings of the 48th International Symposium on Microarchitecture, 494-507, 2015
942015
Elastic cgras
Y Huang, P Ienne, O Temam, Y Chen, C Wu
Proceedings of the ACM/SIGDA international symposium on Field programmable …, 2013
812013
Tdsnn: From deep neural networks to deep spike neural networks with temporal-coding
L Zhang, S Zhou, T Zhi, Z Du, Y Chen
Proceedings of the AAAI conference on artificial intelligence 33 (01), 1319-1326, 2019
752019
A small-footprint accelerator for large-scale neural networks
T Chen, S Zhang, S Liu, Z Du, T Luo, Y Gao, J Liu, D Wang, C Wu, N Sun, ...
ACM Transactions on Computer Systems (TOCS) 33 (2), 1-27, 2015
752015
An accelerator for high efficient vision processing
Z Du, S Liu, R Fasthuber, T Chen, P Ienne, L Li, T Luo, Q Guo, X Feng, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2016
712016
Deterministic replay: A survey
Y Chen, S Zhang, Q Guo, L Li, R Wu, T Chen
ACM Computing Surveys (CSUR) 48 (2), 1-47, 2015
662015
Effective and efficient microprocessor design space exploration using unlabeled design configurations
Q Guo, T Chen, Y Chen, ZH Zhou, W Hu, Z Xu
IJCAI Proceedings-International Joint Conference on Artificial Intelligence …, 2011
66*2011
Statistical performance comparisons of computers
T Chen, Q Guo, O Temam, Y Wu, Y Bao, Z Xu, Y Chen
IEEE Transactions on Computers 64 (5), 1442-1455, 2014
652014
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