Pengju Ren

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 54

Top Topics

Hardware Architecture

Top Venues

IEEE Trans. Computers

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Yan Ding, Yijun Mao, Chongshan Jiao, Pengju Ren
Towards Optimal Lane-changing Coordination of CAVs in Multi-lane Mixed Traffic Scenarios. ICRA (2024)
Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren
Differential-Matching Prefetcher for Indirect Memory Access. HPCA (2024)
Badong Chen, Yunfei Zheng, Pengju Ren
Error Loss Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Tian Xia, Gelin Fu, Chenyang Li, Zhongpei Luo, Lucheng Zhang, Ruiyang Chen, Wenzhe Zhao, Nanning Zheng, Pengju Ren
A Comprehensive Performance Model of Sparse Matrix-Vector Multiplication to Guide Kernel Optimization. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Gelin Fu, Tian Xia, Shaoru Qu, Zhongpei Luo, Shuyu Li, Pengyu Cheng, Runfan Guo, Yitong Ding, Pengju Ren
PrSpMV: An Efficient Predictable Kernel for SpMV. ICCD (2023)
Lili Shi, Haiduo Huang, Bowei Song, Meng Tan, Wenzhe Zhao, Tian Xia, Pengju Ren
TAQ: Top-K Attention-Aware Quantization for Vision Transformers. ICIP (2023)
Tian Xia, Boran Zhao, Jian Ma, Gelin Fu, Wenzhe Zhao, Nanning Zheng, Pengju Ren
An Energy-and-Area-Efficient CNN Accelerator for Universal Powers-of-Two Quantization. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (3) (2023)
Yijun Mao, Yan Ding, Chongshan Jiao, Pengju Ren
UCLF: An Uncertainty-Aware Cooperative Lane-Changing Framework for Connected Autonomous Vehicles in Mixed Traffic. IV (2023)
Boran Zhao, Tian Xia, Haiming Zhai, Fulun Ma, Yan Du, Hanzhi Chang, Wenzhe Zhao, Pengju Ren
REMAP: A Spatiotemporal CNN Accelerator Optimization Methodology and Toolkit Thereof. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (5) (2023)
Wenzhe Zhao, Qiwei Dang, Tian Xia, Jingming Zhang, Nanning Zheng, Pengju Ren
Optimizing FPGA-Based DNN Accelerator With Shared Exponential Floating-Point Format. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Wenzhe Zhao, Guoming Yang, Tian Xia, Fei Chen, Nanning Zheng, Pengju Ren
HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications. IEEE Trans. Very Large Scale Integr. Syst. 31 (12) (2023)
Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets. ECCV (11) (2022)
Lingfeng Chen, Tian Xia, Wenzhe Zhao, Pengju Ren
MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations. ACM Great Lakes Symposium on VLSI (2022)
Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets. CoRR (2022)
Badong Chen, Yuqing Xie, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
Multikernel Correntropy for Robust Learning. IEEE Trans. Cybern. 52 (12) (2022)
Badong Chen, Yuqing Xie, Zhuang Li, Yingsong Li, Pengju Ren
Asymmetric Correntropy for Robust Adaptive Filtering. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Ziru Wang, Jiawen Liu, Yongqiang Ma, Badong Chen, Nanning Zheng, Pengju Ren
Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren
GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement. CoRR (2021)
Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren, Nanning Zheng
CAQ: Context-Aware Quantization via Reinforcement Learning. IJCNN (2021)
Youzhuo Wang, Wenzhe Zhao, Tian Xia, Nanning Zheng, Pengju Ren
Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation. IJCNN (2021)
Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren, Badong Chen
Linear and Nonlinear Regression-Based Maximum Correntropy Extended Kalman Filtering. IEEE Trans. Syst. Man Cybern. Syst. 51 (5) (2021)
Fan Xiong, Yan Ding, Mingrui Yu, Wenzhe Zhao, Nanning Zheng, Pengju Ren
A Lightweight sequence-based Unsupervised Loop Closure Detection. IJCNN (2021)
Cheng Wang, Yingkun Liu, Kedai Zuo, Jianming Tong, Yan Ding, Pengju Ren
SLAM: FPGA Accelerated High-Accuracy SLAM with Heapsort and Parallel Keypoint Extractor. FPT (2021)
Pengchen Zong, Tian Xia, Haoran Zhao, Jianming Tong, Zehua Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
PIT: Processing-In-Transmission With Fine-Grained Data Manipulation Networks. IEEE Trans. Computers 70 (6) (2021)
Chenyang Li, Tian Xia, Wenzhe Zhao, Nanning Zheng, Pengju Ren
SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV. DAC (2021)
Badong Chen, Yunfei Zheng, Pengju Ren
Error Loss Networks. CoRR (2021)
Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri
Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification. AICAS (2020)
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection. CoRR (2020)
Yongqiang Ma, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri, Elisa Donati
EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (4) (2020)
Haoran Zhao, Tian Xia, Chenyang Li, Wenzhe Zhao, Nanning Zheng, Pengju Ren
Exploring Better Speculation and Data Locality in Sparse Matrix-Vector Multiplication on Intel Xeon. ICCD (2020)
Lujuan Dang, Badong Chen, Shiyuan Wang, Wentao Ma, Pengju Ren
Robust Power System State Estimation With Minimum Error Entropy Unscented Kalman Filter. IEEE Trans. Instrum. Meas. 69 (11) (2020)
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian
CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection. CVPR (2020)
Zirui Zhao, Yijun Mao, Yan Ding, Pengju Ren, Nanning Zheng
Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment. CoRR (2020)
Tian Xia, Pengchen Zong, Haoran Zhao, Jianming Tong, Wenzhe Zhao, Nanning Zheng, Pengju Ren
COCOA: Content-Oriented Configurable Architecture Based on Highly-Adaptive Data Transmission Networks. ACM Great Lakes Symposium on VLSI (2020)
Hang Wang, Xiang Li, Daqiang Han, Shiquan Yu, Shouyi Yin, Shaojun Wei, Nanning Zheng, Xuchong Zhang, Tiancheng Wang, Wenchang Li, Qiubo Chen, Pengju Ren, Xiaogang Wu, Hongbin Sun, Zhiqiang Jiang
A 4K × 2K@60fps Multifunctional Video Display Processor for High Perceptual Image Quality. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2020)
Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A. Kinsy, Nanning Zheng, Pengju Ren
Design Space Exploration of Neural Network Activation Function Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (10) (2019)
Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren
Asymmetric Correntropy for Robust Adaptive Filtering. CoRR (2019)
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
Maximum Total Correntropy Diffusion Adaptation Over Networks With Noisy Links. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Badong Chen, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin
Multi-Kernel Correntropy for Robust Learning. CoRR (2019)
Yadong Wei, Zhixu Zhao, Tao Yang, Zishuo Zhen, Zeyu Hao, Pengju Ren
Activations Quantization for Compact Neural Networks. DSL (2018)
Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Nanning Zheng, Badong Chen
Reconstruction of Visual Image From Functional Magnetic Resonance Imaging Using Spiking Neuron Model. IEEE Trans. Cogn. Dev. Syst. 10 (3) (2018)
Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A. Kinsy, Nanning Zheng, Pengju Ren
Design Space Exploration of Neural Network Activation Function Circuits. CoRR (2018)
Hang Wang, Hongbin Sun, Xuchong Zhang, Qiubo Chen, Pengju Ren, Xiaogang Wu, Shouyi Yin, Zhiqiang Jiang, Xiang Li, Daqiang Han, Shiquan Yu, Shaojun Wei, Nanning Zheng
A 4K×2K@60fps Multi-format Multi-function Display Processor for High Perceptual Quality. APCCAS (2018)
Yongqiang Ma, Ziru Wang, Si-yu Yu, Badong Chen, Nanning Zheng, Pengju Ren
A novel spiking neural network of receptive field encoding with groups of neurons decision. Frontiers Inf. Technol. Electron. Eng. 19 (1) (2018)
Zishuo Zheng, Yadong Wei, Zixu Zhao, Xindi Wu, Zhengcheng Li, Pengju Ren
Multitask Learning With Enhanced Modules. DSL (2018)
Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links. CoRR (2018)
Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method. IJCNN (2018)
Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Shreeya Khadka, Mihailo Isakov, Aniruddh Ramrakhyani, Tushar Krishna, Nanning Zheng
FASHION: Fault-Aware Self-Healing Intelligent On-chip Network. CoRR (2017)
Pengju Ren, Xin Zhang, Hongwei Bi, Hongbin Sun, Nanning Zheng
Toward an Efficient Multiview Display Processing Architecture for 3DTV. IEEE Trans. Circuits Syst. II Express Briefs (6) (2017)
Nanning Zheng, Zi-yi Liu, Pengju Ren, Yongqiang Ma, Shi-tao Chen, Si-yu Yu, Jianru Xue, Badong Chen, Fei-Yue Wang
Hybrid-augmented intelligence: collaboration and cognition. Frontiers Inf. Technol. Electron. Eng. 18 (2) (2017)
Pengju Ren, Michel A. Kinsy, Nanning Zheng
Fault-Aware Load-Balancing Routing for 2D-Mesh and Torus On-Chip Network Topologies. IEEE Trans. Computers 65 (3) (2016)
Pengju Ren, Xiaowei Ren, Sudhanshu Sane, Michel A. Kinsy, Nanning Zheng
A Deadlock-Free and Connectivity-Guaranteed Methodology for Achieving Fault-Tolerance in On-Chip Networks. IEEE Trans. Computers 65 (2) (2016)
Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Nanning Zheng
Towards connectivity-guaranteed power-gating large-scale on-chip networks. IGSC (2016)
Qihang Yu, Yongqiang Ma, Badong Chen, José Carlos Príncipe, Nanning Zheng, Pengju Ren
A reconfigurable parallel FPGA accelerator for the adapt-then-combine diffusion LMS algorithm. ISCAS (2016)
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
A 128-way FPGA platform for the acceleration of KLMS algorithm. ASP-DAC (2015)
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
A real-time permutation entropy computation for EEG signals. ASP-DAC (2015)
Jiang Yu, Geng Liu, Xin Zhang, Pengju Ren
A high efficient hardware architecture for multiview 3DTV. ASP-DAC (2015)
Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren
A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm. DSP (2015)
Pengju Ren, Qingxin Meng, Xiaowei Ren, Nanning Zheng
Fault-tolerant Routing for On-chip Network Without Using Virtual Channels. DAC (2014)
Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng
Hardware implementation of KLMS algorithm using FPGA. IJCNN (2014)
Xiaowei Ren, Pengju Ren, Badong Chen, José C. Príncipe, Nanning Zheng
A reconfigurable parallel acceleration platform for evaluation of permutation entropy. EMBC (2014)
Dong Wang, Pengju Ren, Leibo Liu
A high-throughput fixed-point complex divider for FPGAs. IEICE Electron. Express 10 (4) (2013)
Qianmin Li, Chenyang Ge, Pengju Ren, Huimin Yao
Depth map generation from geometry and motion. ICDIP (2013)
Pengju Ren, Mieszko Lis, Myong Hyon Cho, Keun Sup Shim, Christopher W. Fletcher, Omer Khan, Nanning Zheng, Srinivas Devadas
HORNET: A Cycle-Level Multicore Simulator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (6) (2012)
Mieszko Lis, Pengju Ren, Myong Hyon Cho, Keun Sup Shim, Christopher W. Fletcher, Omer Khan, Srinivas Devadas
Scalable, accurate multicore simulation in the 1000-core era. ISPASS (2011)
Hongbin Sun, Pengju Ren, Nanning Zheng, Tong Zhang, Tao Li
Architecting high-performance energy-efficient soft error resilient cache under 3D integration technology. Microprocess. Microsystems 35 (4) (2011)
Hongbin Sun, Nanning Zheng, Chenyang Ge, Dong Wang, Pengju Ren
An Efficient Motion Adaptive De-interlacing and Its VLSI Architecture Design. ISVLSI (2008)