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2020 – today
- 2024
[j8]Chen Yang
, Yaoyao Yang, Yishuo Meng, Kaibo Huo, Siwei Xiang, Jianfei Wang, Li Geng:
Flexible and Efficient Convolutional Acceleration on Unified Hardware Using the Two-Stage Splitting Method and Layer-Adaptive Allocation of 1-D/2-D Winograd Units. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 919-932 (2024)- [j7]Jianfei Wang, Chen Yang, Fahong Zhang, Yishuo Meng, Siwei Xiang, Yang Su:
A High-Throughput Toom-Cook-4 Polynomial Multiplier for Lattice-Based Cryptography Using a Novel Winograd-Schoolbook Algorithm. IEEE Trans. Circuits Syst. I Regul. Pap. 71(1): 359-372 (2024) - [j6]Jianfei Wang, Chen Yang, Fahong Zhang, Jia Hou, Yishuo Meng, Siwei Xiang, Yang Su:
A High-Throughput and Scalable Schoolbook Polynomial Multiplier for Accelerating Saber on FPGA Using a Novel Winograd-Based Architecture. IEEE Trans. Circuits Syst. II Express Briefs 71(4): 2344-2348 (2024) - [j5]Yishuo Meng, Siwei Xiang, Jianfei Wang, Jia Hou, Chen Yang:
ALSCA: A Large-Scale Sparse CNN Accelerator Using Position-First Dataflow and Input Channel Merging Approach. IEEE Trans. Circuits Syst. II Express Briefs 71(7): 3473-3477 (2024) - [j4]Chen Yang, Yishuo Meng, Jiawei Xi, Siwei Xiang, Jianfei Wang, Kuizhi Mei:
WRA-SS: A High-Performance Accelerator Integrating Winograd With Structured Sparsity for Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 32(1): 164-177 (2024) - 2023
- [j3]Jia Hou, Jingyu Zhang, Qi Chen, Siwei Xiang, Yishuo Meng, Jianfei Wang, Cimang Lu, Chen Yang:
POSS-CNN: An Automatically Generated Convolutional Neural Network with Precision and Operation Separable Structure Aiming at Target Recognition and Detection. Inf. 14(11): 604 (2023) - [j2]Chen Yang, Junfeng Wu, Siwei Xiang, Liyan Liang, Li Geng:
A High-Throughput and Flexible Architecture Based on a Reconfigurable Mixed-Radix FFT With Twiddle Factor Compression and Conflict-Free Access. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1472-1485 (2023) - [j1]Yishuo Meng, Chen Yang, Siwei Xiang, Jianfei Wang, Kuizhi Mei, Li Geng:
An Efficient CNN Accelerator Achieving High PE Utilization Using a Dense-/Sparse-Aware Redundancy Reduction Method and Data-Index Decoupling Workflow. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1537-1550 (2023) - [c2]Yuheng Xia, Yishuo Meng, Siwei Xiang, Jianfei Wang, Chen Yang:
An Efficient Hardware Implementation of Dilated Convolution Using a Novel Channel-Equivalent Decomposition Method. ICTA 2023: 172-173 - 2021
- [c1]Chen Yang, Siwei Xiang, Jiaxing Wang, Liyan Liang:
A High Performance and Full Utilization Hardware Implementation of Floating Point Arithmetic Units. ICECS 2021: 1-4
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