Zhenmin Li

Dr. Zhenmin Li


Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 December 2024 in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Verified
Journal Article
Closed access
XGXing Guo
Xing Guo
JZJiajia Zhang
Jiajia Zhang
XMXu Meng
Xu Meng
ZLZhenmin Li
Zhenmin Li
XWXiaoqing Wen
Xiaoqing Wen
Yan AibinYan Aibin
Yan Aibin
With the rapid advancement of semiconductor technologies, latches become increasingly sensitive to soft errors, especially triple node upsets (TNUs), in harsh radiation environments. In this article, we first propose a high-performance and area-efficient latch, namely, HALTRAV, featuring complete TNU-recovery. The storage portion of HALTRAV consists of 28 interlocked source-drain cross-coupled inverters (SCIs) for complete TNU-recovery with area efficiency and low delay. To mitigate the issue that node-upset-recovery verifications for existing latches highly relies on electronic design automation tools, we further propose an algorithm-based verification method that can automatically verify the node-upset-recovery of latches, which greatly simplifies the reliability-verification flow. Simulation results demonstrate the TNU-recovery of HALTRAV and also show that HALTRAV achieves 40.38%, 8.17%, and 31.89% reduction in delay, area, and delay-power–area product (DPAP) on average, respectively; however; it is at the cost of power as compared to typical latches that are TNU-recoverable. Comparison results also demonstrate the moderate sensitivity of HALTRAV to the impacts of the process, voltage, and temperature (PVT) variations.

21 October 2022 in IEEE Transactions on Circuits and Systems II: Express Briefs
Verified
Journal Article
Closed access
ZLZhenmin Li
Zhenmin Li
JRJingwei Ren
Jingwei Ren
GDGaoming Du
Gaoming Du
ZTZhenxing Tu
Zhenxing Tu
XWXiaolei Wang
Xiaolei Wang
YOYiming Ouyang
Yiming Ouyang
Number theoretic transform (NTT) method shows great advantages in speed and efficiency for applications such as homomorphic encryption. However, the twiddle factor data consumes a lot of memories. In this paper, we propose a novel data compression method, together with the corresponding data storage scheme and addressing algorithm. Furthermore, we design a 768k-bit multiplier with a full pipeline structure. Our proposed compression method has achieved a compression rate of 98.8% for the twiddle factor data. Compared with the state-of-the-art FPGA implementations, our design shows up to 44.2% improvement in terms of area-efficiency.

14 July 2023 in IEEE Transactions on Circuits and Systems II: Express Briefs
Verified
Journal Article
Closed access
JRJingwei Ren
Jingwei Ren
GDGaoming Du
Gaoming Du
ZLZhenmin Li
Zhenmin Li
XJXianhu Jia
Xianhu Jia
QLQiuzhu Liao
Qiuzhu Liao
DZDuoli Zhang
Duoli Zhang
Fully homomorphic encryption has become a key technique for solving the conflict between cloud services and privacy preservation. The most time-consuming step in homomorphic schemes is ring polynomial multiplication (RPM). Number theory transform (NTT) and Karatsuba algorithms are efficient to accelerate RPM, yet they are limited by the modulus operations and degrees of the polynomial. The systolic array is adopted for RPM processing recently. However, a modular reduction operation is required as post-processing which increases the overall delay. This paper has proposed a cyclic systolic array architecture without a dedicated reduction unit by re-routing the output of the systolic array for reusing, resulting in a 50% clock cycles saving of processing time. The corresponding FPGA implementation has a reduction of 72.9% and 33.8% when n=256 and n=1024 for equivalent area time product (eATP), respectively, therefore achieving an improved trade-off between performance and resource consumption.

9 May 2024 in Journal of Real-Time Image Processing
Verified
Journal Article
Closed access
PDF file
PTPeiyi Teng
Peiyi Teng
GDGaoming Du
Gaoming Du
ZLZhenmin Li
Zhenmin Li
XWXiaolei Wang
Xiaolei Wang
YYYongsheng Yin
Yongsheng Yin

14 February 2023 in Micromachines
Verified
Journal Article
Open access
PDF file
ZLZhenmin Li
Zhenmin Li
RSRuimin Shen
Ruimin Shen
MYMaoxiang Yi
Maoxiang Yi
YSYukun Song
Yukun Song
XWXiaolei Wang
Xiaolei Wang
ZHZhengfeng Huang
Zhengfeng Huang
Traffic splitting enabled by Globally Asynchronous Locally Synchronous (GALS) Network-on-chip (NoC) brings multipath routing capability, which significantly increases link bandwidth at the cost of out-of-order packet delivery. Solving the packet reordering problem is one of the keys to ensure the quality of service (QoS) for NoC. However, traditional packet reordering approaches rely on local reorder buffer, causing on-chip hotspots, which aggravates chip aging and even leads to interconnection failures. In this paper, we present a multistage packet reordering (MPR) approach, which cannot only reduce the transmission latency but also effectively reduces hotspots caused by local reordering. Specifically, we propose multistage reordering buffer (MRB) by reusing channel buffers for implementing MPR. Experimental results show that our proposed approach achieved improved thermal efficiency with reduced hardware resource consumption.

15 November 2024 in Journal of Real-Time Image Processing
Verified
Journal Article
Closed access
PDF file
ZZZhihao Zhang
Zhihao Zhang
GDGaoming Du
Gaoming Du
ZLZhenmin Li
Zhenmin Li
QKQinran Kang
Qinran Kang
WZWenyao Zhao
Wenyao Zhao
XWXiaolei Wang
Xiaolei Wang