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 | 1902 | 2014 |
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 | 1902 | 2014 |
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 | 1259 | 2015 |
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 | 805 | 2016 |
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 | 489 | 2016 |
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 | 479 | 2015 |
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 | 312 | 2016 |
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 | 256 | 2016 |
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 | 188 | 2018 |
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 | 150 | 2009 |
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 | 147 | 2014 |
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 | 136 | 2012 |
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 | 95 | 2015 |
Elastic cgras Y Huang, P Ienne, O Temam, Y Chen, C Wu Proceedings of the ACM/SIGDA international symposium on Field programmable …, 2013 | 83 | 2013 |
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 | 80 | 2019 |
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 | 77 | 2015 |
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 | 74 | 2016 |
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 | 69 | 2014 |
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 | 68* | 2011 |
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 | 67 | 2015 |