PermDNN: Efficient compressed DNN architecture with permuted diagonal matrices C Deng, S Liao, Y Xie, KK Parhi, X Qian, B Yuan 2018 51st Annual IEEE/ACM international symposium on microarchitecture …, 2018 | 127 | 2018 |
TIE: Energy-efficient tensor train-based inference engine for deep neural network C Deng, F Sun, X Qian, J Lin, Z Wang, B Yuan Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 77 | 2019 |
GoSPA: An energy-efficient high-performance globally optimized sparse convolutional neural network accelerator C Deng, Y Sui, S Liao, X Qian, B Yuan 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 62 | 2021 |
PermCNN: Energy-Efficient Convolutional Neural Network Hardware Architecture With Permuted Diagonal Structure C Deng, S Liao, B Yuan IEEE Transactions on Computers 70 (2), 163-173, 2020 | 23 | 2020 |
Haml-ssd: A hardware accelerated hotness-aware machine learning based ssd management B Li, C Deng, J Yang, D Lilja, B Yuan, D Du 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 18 | 2019 |
Compressing deep neural networks using toeplitz matrix: Algorithm design and fpga implementation S Liao, A Samiee, C Deng, Y Bai, B Yuan ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 17 | 2019 |
Reduced-complexity Deep Neural Network-aided Channel Code Decoder: A Case Study for BCH Decoder C Deng, S Liao, B Yuan ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
High-performance hardware architecture for tensor singular value decomposition C Deng, M Yin, XY Liu, X Wang, B Yuan 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2019 | 11 | 2019 |
Doubly residual neural decoder: Towards low-complexity high-performance channel decoding S Liao, C Deng, M Yin, B Yuan Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8574-8582, 2021 | 7 | 2021 |
Reduced-complexity singular value decomposition for tucker decomposition: Algorithm and hardware X Hu, C Deng, B Yuan ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
Algorithm and hardware co-design of energy-efficient LSTM networks for video recognition with hierarchical tucker tensor decomposition Y Gong, M Yin, L Huang, C Deng, B Yuan IEEE Transactions on Computers 71 (12), 3101-3114, 2022 | 5 | 2022 |
Structured neural network with low complexity for MIMO detection S Liao, C Deng, L Liu, B Yuan 2019 IEEE International Workshop on Signal Processing Systems (SiPS), 290-295, 2019 | 5 | 2019 |
The auxiliary differential equations perfectly matched layers based on the hybrid SETD and PSTD algorithms for acoustic waves C Deng, M Luo, M Yuan, B Zhao, M Zhuang, QH Liu Journal of theoretical and computational acoustics 26 (01), 1750031, 2018 | 5 | 2018 |
Area-efficient K-Nearest Neighbor Design using Stochastic Computing Y Xie, C Deng, S Liao, B Yuan 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 2018 | 5 | 2018 |
ETTE: Efficient tensor-train-based computing engine for deep neural networks Y Gong, M Yin, L Huang, J Xiao, Y Sui, C Deng, B Yuan Proceedings of the 50th Annual International Symposium on Computer …, 2023 | 4 | 2023 |
Img-smp: Algorithm and hardware co-design for real-time energy-efficient neural motion planning L Huang, X Zang, Y Gong, C Deng, J Yi, B Yuan Proceedings of the Great Lakes Symposium on VLSI 2022, 373-377, 2022 | 4 | 2022 |
How much does regularity help FPGA placement? H Kong, L Feng, C Deng, B Yuan, J Hu 2020 International Conference on Field-Programmable Technology (ICFPT), 76-84, 2020 | 4 | 2020 |
Algorithm and hardware co-design for deep learning-powered channel decoder: A case study B Zhang, Y Sui, L Huang, S Liao, C Deng, B Yuan 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-6, 2021 | 2 | 2021 |
The PSTD method with the 4th-order time integration for 3D TAT reconstruction of a breast model G Ye, C Deng, QH Liu Journal of Computational Acoustics 22 (04), 1450011, 2014 | 2 | 2014 |
VLSI hardware architecture of stochastic low-rank tensor decomposition L Huang, C Deng, S Ibrahim, X Fu, B Yuan 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1176-1180, 2021 | 1 | 2021 |