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2020 – today
- 2024
[j25]Badong Chen
, Yunfei Zheng, Pengju Ren:
Error Loss Networks. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5256-5268 (2024)- [c32]Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren:
Differential-Matching Prefetcher for Indirect Memory Access. HPCA 2024: 439-453 - [c31]Yan Ding, Yijun Mao, Chongshan Jiao, Pengju Ren:
Towards Optimal Lane-changing Coordination of CAVs in Multi-lane Mixed Traffic Scenarios. ICRA 2024: 2183-2189 - 2023
- [j24]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): 1691-1704 (2023) - [j23]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): 1242-1255 (2023) - [j22]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): 4478-4491 (2023) - [j21]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): 519-534 (2023) - [j20]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): 1980-1993 (2023) - [c30]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: 448-456 - [c29]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: 1750-1754 - [c28]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: 1-8 - 2022
- [j19]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): 1922-1926 (2022) - [j18]Badong Chen, Yuqing Xie, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin:
Multikernel Correntropy for Robust Learning. IEEE Trans. Cybern. 52(12): 13500-13511 (2022) - [j17]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): 4361-4372 (2022) - [c27]Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang:
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets. ECCV (11) 2022: 379-395 - [c26]Lingfeng Chen, Tian Xia, Wenzhe Zhao, Pengju Ren:
MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations. ACM Great Lakes Symposium on VLSI 2022: 423-429 - [i10]Zhijun Tu, Xinghao Chen, Pengju Ren, Yunhe Wang:
AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets. CoRR abs/2208.08084 (2022) - 2021
- [j16]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): 877-891 (2021) - [j15]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): 3093-3102 (2021) - [c25]Chenyang Li, Tian Xia, Wenzhe Zhao, Nanning Zheng, Pengju Ren:
SpV8: Pursuing Optimal Vectorization and Regular Computation Pattern in SpMV. DAC 2021: 661-666 - [c24]Cheng Wang, Yingkun Liu, Kedai Zuo, Jianming Tong, Yan Ding, Pengju Ren:
ac2SLAM: FPGA Accelerated High-Accuracy SLAM with Heapsort and Parallel Keypoint Extractor. FPT 2021: 1-9 - [c23]Zhijun Tu, Jian Ma, Tian Xia, Wenzhe Zhao, Pengju Ren, Nanning Zheng:
CAQ: Context-Aware Quantization via Reinforcement Learning. IJCNN 2021: 1-8 - [c22]Youzhuo Wang, Wenzhe Zhao, Tian Xia, Nanning Zheng, Pengju Ren:
Joint Critics Mechanism: A Universal Framework for Multi-targets Visual Navigation. IJCNN 2021: 1-6 - [c21]Fan Xiong, Yan Ding, Mingrui Yu, Wenzhe Zhao, Nanning Zheng, Pengju Ren:
A Lightweight sequence-based Unsupervised Loop Closure Detection. IJCNN 2021: 1-8 - [i9]Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren:
GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement. CoRR abs/2102.10303 (2021) - [i8]Badong Chen, Yunfei Zheng, Pengju Ren:
Error Loss Networks. CoRR abs/2106.03722 (2021) - 2020
- [j14]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): 578-587 (2020) - [j13]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. 67-I(2): 451-463 (2020) - [j12]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): 8797-8808 (2020) - [c20]Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri:
Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification. AICAS 2020: 69-73 - [c19]Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian:
CentripetalNet: Pursuing High-Quality Keypoint Pairs for Object Detection. CVPR 2020: 10516-10525 - [c18]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: 253-258 - [c17]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: 601-609 - [i7]Zirui Zhao, Yijun Mao, Yan Ding, Pengju Ren, Nanning Zheng:
Visual Semantic SLAM with Landmarks for Large-Scale Outdoor Environment. CoRR abs/2001.01028 (2020) - [i6]Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian:
CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection. CoRR abs/2003.09119 (2020)
2010 – 2019
- 2019
- [j11]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): 1974-1978 (2019) - [j10]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 66-II(2): 307-311 (2019) - [i5]Badong Chen, Xin Wang, Zejian Yuan, Pengju Ren, Jing Qin:
Multi-Kernel Correntropy for Robust Learning. CoRR abs/1905.10115 (2019) - [i4]Badong Chen, Zhuang Li, Yingsong Li, Pengju Ren:
Asymmetric Correntropy for Robust Adaptive Filtering. CoRR abs/1911.11855 (2019) - 2018
- [j9]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): 139-150 (2018) - [j8]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): 624-636 (2018) - [c16]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: 427-430 - [c15]Yadong Wei, Zhixu Zhao, Tao Yang, Zishuo Zhen, Zeyu Hao, Pengju Ren:
Activations Quantization for Compact Neural Networks. DSP 2018: 1-5 - [c14]Zishuo Zheng, Yadong Wei, Zixu Zhao, Xindi Wu, Zhengcheng Li, Pengju Ren:
Multitask Learning With Enhanced Modules. DSP 2018: 1-5 - [c13]Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng, Pengju Ren:
Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method. IJCNN 2018: 1-7 - [i3]Yicong He, Fei Wang, Shiyuan Wang, Pengju Ren, Badong Chen:
Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links. CoRR abs/1802.05144 (2018) - [i2]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 abs/1810.08650 (2018) - 2017
- [j7]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): 153-179 (2017) - [j6]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 64-II(6): 705-709 (2017) - [i1]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 abs/1702.02313 (2017) - 2016
- [j5]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): 353-366 (2016) - [j4]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): 873-887 (2016) - [c12]Pengju Ren, Michel A. Kinsy, Mengjiao Zhu, Nanning Zheng:
Towards connectivity-guaranteed power-gating large-scale on-chip networks. IGSC 2016: 1-6 - [c11]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: 245-248 - 2015
- [c10]Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren:
A 128-way FPGA platform for the acceleration of KLMS algorithm. ASP-DAC 2015: 18-19 - [c9]Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren:
A real-time permutation entropy computation for EEG signals. ASP-DAC 2015: 20-21 - [c8]Jiang Yu, Geng Liu, Xin Zhang, Pengju Ren:
A high efficient hardware architecture for multiview 3DTV. ASP-DAC 2015: 22-23 - [c7]Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng, Pengju Ren:
A reconfigurable parallel FPGA accelerator for the kernel affine projection algorithm. DSP 2015: 906-910 - 2014
- [c6]Pengju Ren, Qingxin Meng, Xiaowei Ren, Nanning Zheng:
Fault-tolerant Routing for On-chip Network Without Using Virtual Channels. DAC 2014: 102:1-102:6 - [c5]Xiaowei Ren, Pengju Ren, Badong Chen, José C. Príncipe, Nanning Zheng:
A reconfigurable parallel acceleration platform for evaluation of permutation entropy. EMBC 2014: 5735-5738 - [c4]Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng:
Hardware implementation of KLMS algorithm using FPGA. IJCNN 2014: 2276-2281 - 2013
- [j3]Dong Wang, Pengju Ren, Leibo Liu:
A high-throughput fixed-point complex divider for FPGAs. IEICE Electron. Express 10(4): 20120879 (2013) - [c3]Qianmin Li, Chenyang Ge, Pengju Ren, Huimin Yao:
Depth map generation from geometry and motion. ICDIP 2013: 88780G - 2012
- [j2]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): 890-903 (2012) - 2011
- [j1]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): 371-381 (2011) - [c2]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: 175-185
2000 – 2009
- 2008
- [c1]Hongbin Sun, Nanning Zheng, Chenyang Ge, Dong Wang, Pengju Ren:
An Efficient Motion Adaptive De-interlacing and Its VLSI Architecture Design. ISVLSI 2008: 455-458
Coauthor Index
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