期刊 Journals

[19] Lujuan Dang, Badong Chen, Shiyuan Wang, Wentao Ma and Pengju Ren, "Robust Power System State Estimation with Minimum Error Entropy Unscented Kalman Filter", IEEE Transactions on Instrumentation and Measurement. (Accepted).

[18] Xi Liu, Zhigang Ren, Hongqiang Lyu, Zhihong Jiang, Pengju Ren and Badong Chen*, “Linear and Nonlinear Regression Based Maximum Correntropy Extended Kalman Filtering”, IEEE Transactions on Systems, Man and Cybernetics: Systems. (Accepted).

[17] 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 4Kx2K@60fps Multifunctional Video Display Processor for High Perceptual Image Quality”, IEEE Transactions on Circuits and Systems I, 2020 67(2): 451-463.
[16] Tao Yang, Yadong Wei, Zhijun Tu, Haolun Zeng, Michel A.Kinsy, Nanning Zheng and Pengju Ren*, “Design Space Exploration of Neural Network Activation Function Circuits”, IEEE Transactions on Computer-aided Design of Integrated Circuits and Systems. 2019 38(10): 1974-1978.
[15] Ding Xiaotong, Xu Pei, Ren Pengju, "Design of FPGA-Based Convolutional Neural Network Model" [J]. Aero Weaponry, 2019, 26(2): 15-20.
[14] Yicong He, Fei Wang,Shiyuan Wang, Pengju Ren, Badong Chen*, “Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links”, IEEE Transactions on Circuit and Systems II. 2019 66(2): 307-311.
[13] Yongqiang Ma, Ziru Wang, Siyu Yu, Badong Chen, Nanning Zheng and Pengju Ren*, “A Novel Spiking Neural Network of Receptive Field Encoding with Groups of Neurons Decision”, Frontiers of Information Technology and Electronic Engineering. 2018 19(1):139-150. (1).
[12] Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Badong Chen and Nanning Zheng*, "Reconstruct Visual Image from functional Magnetic Resonance Imaging Using Spiking Nruron Model", IEEE Transactions on Cognitive and Developmental Systems. 2018 10(3): 624-636.
[11] Nanning Zheng*, Ziyi Liu, Pengju Ren, Yongqiang Ma, Shitao Chen, Siyu Yu, Jianru Xue, Badong Chen, Feiyue Wang, "Hybrid-augmented intelligence: collaboration and cognition", Frontiers of Information Technology and Electronic Engineering. 2017 18(2):153-179. (6).
[10] Pengju Ren*, Xin Zhang, Hongwei Bi, Hongbin Sun and Nanning Zheng, “Towards an Efficient Multiview Display Processing Architecture for 3DTV”, IEEE Transactions on Circuit and Systems II. 2017 64(6): 705-709. (2).
[9] Pengju Ren*,Badong Chen, Zejian Yuan and Nanning Zheng, “Toward robust visual cognition through brain-inspied computing", A Sponsored Supplement to Science, vol. Brain-Inspired intelligent robotics: The intersection of robotics and neuroscience, pp.16-20, 2016.
[8] Pengju Ren*, Michel A.Kinsy and Nanning Zheng, “Fault-Aware Load-Balancing Routing for 2D-Mesh and Torus On-Chip Network Topologies”, IEEE Transactions on Computers, 2016, 65(3), 873-887.(CCF Rank A) . (9).
[7] Pengju Ren*, Xiaowei Ren, Sudhanshu Sane, Michel A. Kinsy and Nanning Zheng, “A Deadlock-Free and Connectivity-Guaranteed Methodology for Achieving Fault-tolerance in On-chip Networks”, IEEE transactions on Computers, 2016, 65(2): 353-366. (CCF Rank A). (10).
[6] 郑南宁*、任鹏举、陈霸东、吴昊,“类脑(受脑启发的)计算的问题与视觉认知”,中国自动化学会通讯,第37卷,第2期(总第185期),pp16-37.
[5] Wei Liu, Nanning Zheng, Zejian Yuan, Pengju Ren*, Tao Wang, “Robust monocular SLAM towards motion disturbance”, Chinese Science Bulletin, June 2014, Volume 59, Issue 17, pp 2050-2056. SCI:AH7CW (2).
[4] Dong Wang*, Pengju Ren, Leibo Liu, “A high-throughput fixed-point divider for FPGAs”, IEICE Electronics Express, Vol.10, No.4, 1-8. 2013.
[3] Pengju Ren, Mieszko lis, Myong Hyon Cho, Keun Sup Shim, Christopher W. Fletcher, Omer Khan, Nanning Zheng and Srinivas Devadas*, "HORNET: a cycle-level mulitcore simulator", IEEE Transactions on Computer-aided Design of Integrated Circuits and Systems, 2012, 31(6): 890-903. (CCF Rank A) . (54).
[2] Hongbin Sun, Pengju Ren, Tong Zhang, Tao Li, Nanning Zheng*, “Architecting High-Performance Energy-Efficient Soft Error Resilient Cache under 3D Integration Technology”, Microprocessors and Microsystems-Embedded Hardware Design, 2011, 35(4):371-381.
[1] Chenyang Ge*, Nanning Zheng and Pengju Ren, “VLSI design of the image scaling IP core with the mixed interpolation algorithm.” Journal of XiDian University. 2010. Vol.37. No.1 pp158-162.
 

会议 Conferences

[25] Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren* and ChenQian, “CentripetalNet:Pursuing High-quality Keypoint Pairs for Object Detection”,IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Accepted).
[24] Tian Xia, Pengchen Zong, Haoran Zhao, Jianming Tong, Wenzhe Zhao, Nanning Zheng and Pengju Ren*, “COCOA: Content-Oriented Configurable Architecture based on Highly-Adaptive Data Transmission Networks”, The 30th ACM Great Lakes Symposium on VLSI (GLSVLSI),2020 (Accepted).
[23] Yongqiang Ma, Elisa Donati, Giacomo Indiveri, Badong Chen, Pengju Ren and Nanning Zheng, “Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification”, 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020 (Accepted).
[22] Jiayan Yang, Zhiwei Dong and Pengju Ren*, “Scene Graph Generation for Relation Recognition”, 2019 Chinese Automation Congress.
[21] Zirui Zhao, Yijun Mao, Yan Ding, Pengju Ren* and Nanning Zheng, “Visual-Based Semantic SLAM with Landmarks for Large-Scale Outdoor Environment”, The 2nd China Symposium on Cognitive Computing and Hybrid Intelligence, 2019.
[20] 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”, 2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018: 427-430.
[19] Zishuo Zheng, Yadong Wei, Zhixu Zhao, Xindi Wu, Zhengcheng Li and Pengju Ren*, “Multitask Learning with Enhanced Modules”, IEEE International Conference on Digital Signal Processing (DSP). 2018, Accepted.
[18] Yadong Wei, Zishuo Zheng, Zhixu Zhao, and Pengju Ren*, “Activations Quantization for Compact Neural Networks”, IEEE International Conference on Digital Signal Processing (DSP). 2018, Accepted.
[17] Ziru Wang, Yongqiang Ma, Zhiwei Dong, Nanning Zheng and Pengju Ren*, “Spiking Locality-Sensitive Hash: Spiking Computation with Phase Encoding Method”, 2018 International Joint Conference on Neural Networks (IJCNN), Accepted.
[16] Pengju Ren*, Michel A. Kinsy, Mengjiao Zhu and Nanning Zheng, "Towards Connectivity-Guaranteed Power-gating Large-scale On-chip Networks", The 7'th International Green and Sustainable computing conference (IGSC, formerly known as IGCC), Nov 7-9, 2016.
[15] Qihang Yu, Yongqiang Ma, Badong Chen, Nanning Zheng and Pengju Ren*, “A Reconfigurable Parallel FPGA Accelerator for the Adapt-Then-Combine Diffusion LMS Algorithm”, appear to 2016 IEEE International Symposium on Circuits & Systems (ISCAS), May, 2016.
[14] Xiaowei Ren, Qihan Yang, Badong Chen, Nanning Zheng and Pengju Ren*, “A Reconfigurable Parallel FPGA Accelerator for the Kernel Affine Projection Algorithm”, 2015 IEEE International Conference on Digitial Signal Processing (DSP), July. 2015 pp 906-910.
[13] Pengju Ren*, Chenxi Yang, Kang Hu and Nanning Zheng, “DC2: A Distributed Cut-Components Detection Algorithm for Large-scale On-Chip Networks”, The 52st Annual ACM/IEEE Design Automation Conference (DAC'52), 2015.
[12] Xiaotong Ding, Chenxi Yang, Xiaowei Ren and Pengju Ren*, “Bandwidth-Based Application-Aware Multipat Routing for NoCs”, International Conference on Computer Information Systems and Industrial Applications (CISIA), June 28-29, 2015, pp 29-35.
[11] Chenxi Yang, Xiaotong Ding, Xiaowei Ren and Pengju Ren*, “An Intermediate Node based Deterministic Fault Tolerant Routing in 2D Mesh”, International Conference on Computer Information Systems and Industrial Applications (CISIA), June 28-29, 2015, pp 483-488.
[10] Jiangyu, Geng liu, Xin Zhang and Pengju Ren*, “A High Efficient Hardware Architecture for Multiview 3DTV”, Proceedings of 20th Asia and South Pacific Design Automation Conference, (ASP-DAC), Jan19-22, 2015, pp 22-23.
[9] Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng and Pengju Ren*, “A Real-time Permutation Entropy Computation for EEG Signals”, Proceedings of 20th Asia and South Pacific Design Automation Conference, (ASP-DAC), Jan19-22, 2015, pp 20-21. (2).
[8] Xiaowei Ren, Qihang Yu, Badong Chen, Nanning Zheng and Pengju Ren*, “A 128-way FPGA Platform for the Acceleration of KLMS Algorithm”, Proceedings of 20th Asia and South Pacific Design Automation Conference, (ASP-DAC), Jan19-22, 2015, pp18-19. (1).
[7] Xiaowei Ren, Pengju Ren*, Badong Cheng, J.principe, Nanning Zheng, “A Reconfigurable Parallel Acceleration Platform for Evaluation of Permutation Entropy”, 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug26-30, 2014 pp 5735-5738.
[6] Pengju Ren*, Qingxin Meng, Xiaowei Ren, Nanning Zheng, “Fault-tolerant Routing for On-chip Network Without Using Virtual Channel”, The 51st Annual ACM/IEEE Design Automation Conference (DAC'51), June1-6,2014, page 1-6. (22).
[5] Xiaowei Ren, Pengju Ren*, Badong Chen, Tai min and Nanning Zheng, “Hardware Implementation of KLMS Algorithm using FPGA”, 2014 International Joint Conference on Neural Networks (IJCNN), July 6-11, 2014, pp: 2276-2281. (6).
[4] Qianmin Li, Chenyang Ge*, Pengju Ren, Huimin Yao, “Depth Map Generation from Geometry and Motion”, International Conference on Digital Image Processing (ICDIP), Proceedings of the SPIE, Volume 8878, 2013.
[3] Mieszko Lis, Pengju Ren, Keun Sup Shim, Myong Hyon Cho, Omer Khan, Srinivas Devadas*, “Scalable, Accurate multicore Simulation in the 1000-core era”, IEEE International Symposium on Performance Analysis of Systems and Software(ISPASS), 175-185, April, 2011. (64).
[2] Dong Wang*, Nanning Zheng, Pengju Ren, “A New Ringing Detection Based Adaptive Video Scaler with Parallel Memory Architecture”, (ICIEA2008) IEEE Conference on Industrial Electronics and Application.
[1] Hongbin Sun*, Nanning Zheng, Chenyang Ge, Dong Wang and Pengju Ren, “An Efficient Motion Adaptive De-interlacing and Its VLSI Architecture Design”, (ISVLSI’08) IEEE Annual Symp. on VLSI.

专利 Patents

申请专利

[16] Tian Xia, Pengju Ren, Haoran Zhao, Zehua Li, Wenzhe Zhao, Nanning Zheng, "A Computer Architecture", PCT/CN2020/087814.

[15] 夏天,任鹏举,赵浩然,李泽华,赵文哲,郑南宁,“一种计算架构”,中国,申请号:202010343215.9,申请日:2020.05.13

[14] 任鹏举,李创,丁焱,赵子瑞,毛艺钧,郑南宁 “基于视觉融合地标的拓扑地图生成方法”,中国,申请号:202010045875.9,申请日:2020.01.15

[13] 任鹏举,熊帆,丁焱,李创,李凌阁,曹琳阁,郑南宁,“基于视觉拓扑点和惯性导航的定位方法”,中国,申请号:202010045872.5,申请日:2020.01.15

[12] 任鹏举,曹琳阁,丁焱,李创,熊帆,李凌阁,郑南宁,“基于视觉拓扑地图生成方法”,中国,申请号:202010041500.5,申请日:2020.01.15

[11] Pengju Ren, et.al, "Parallel Computing System", America, US16/191,376

[10] 陈霸东,王鑫,王飞,杜少毅,任鹏举 “一种基于最大中心互相关熵准则的极限学习机方法”,中国,申请号:2018111516322,申请日:2018.9.29
[9] 陈霸东,郑云飞,王飞,杜少毅,任鹏举 “一种基于最小P范数的宽度学习方法”,中国,申请号:2018113198979,申请日:2018.11.7
[8] 刘龙军,李宝婷,孙宏滨,梁家华,任鹏举,郑南宁 “一种稀疏卷积神经网络加速器及实现方法”,中国,申请号:2018115825306,申请日:2018.12.24

[7] 任鹏举,樊珑,赵博然,宗鹏陈,陈飞,郑南宁 “一种可灵活配置的神经网络计算单元、计算阵列及其构建方法”,中国,申请号:2018111339402 ,申请日:2018.9.27
[6] 任鹏举,朱梦娇,丁晓彤,樊珑,魏亚东,秦琴,刘龙军,郑南宁 “一种支持在线学习的卷积神经网络的可重构平台及其构建方法”,中国,申请号:201710331448.5,申请日:2017.5.11

[5] 任鹏举,白宇雲,丁晓彤,朱梦娇,魏亚东,樊珑,秦琴,刘龙军,郑南宁 “一种参数化可扩展的神经网络全连接层多层互连结构”,中国,申请号:201710331078.5,申请日:2017.5.11.
[4] 任鹏举,等 “一种浮点型多视点裸眼立体合成图像的硬件实现方法”,中国,申请号:201510174930.3, 申请日期:2015.4.4
[3] 任鹏举,刘庚,余江,孙宏滨,赵季中,郑南宁 “一种兼容2D与多视点裸眼3D的视频数据存储读写方法”,中国,申请号:201410136232X,申请日:2014.4.4, 公开日:2015.03.25
[2] 任鹏举,刘卜,孟庆欣,杨挺,任晓伟,郑南宁 “一种基于片上网络的DRAM通讯优化方法”,中国,2013100613839,申请日期:2013.2.26, 公开日:2013.11.06,公开日:2013.11.06
[1] 葛晨阳,龚光磊,张斌,任鹏举,孙宏滨,王东,赵季中,梅魁志 “一种支持移动电视接收功能的立体眼镜电视装置”, 中国,2008102321285,申请日:2008.11.06,公开日:2009.04.08

授权专利

[15] Pengju Ren, et.al, “Parallel Scaling engine for multi-view 3DTV display and a method thereof”, America, US9924153B2

[14] 任鹏举,樊珑,赵博然,宗鹏陈,赵文哲,陈飞,陈霸东,郑南宁 “一种并行计算的系统”,中国,CN109445752B,申请号:201811177771.2,授权日:2019.8.29

[13] 任鹏举,吴晓刚,毕宏伟,孙宏滨,陈霸东,郑南宁 “一种兼容不同分辨率和宽长比的多视频缩放模块及并行工作方法”,中国,CN107147890B,申请号:CN201710332008.1 ,授权日:2018.10.10

[12] 任鹏举,余江,刘庚,孙宏滨,赵季中,郑南宁 “兼容2D与多视点裸眼3D显示的视频处理装置及方法”,中国,CN103945205B, 申请号:201410136474.9,授权日:2015.11.11
[11] 任鹏举,刘庚,余江,孙宏滨,刘跃虎,郑南宁 “一种针对多视点裸眼3D显示的并行同步缩放引擎及方法”,中国,CN103945208B, 申请号201410167890.5, 授权日:2015.10.28
[10] 任鹏举,葛晨阳,孟庆欣,王全响,杨挺,刘卜,郑南宁 “一种基于通道依赖关系图的片上互联网络容错路由方法”,CN102761475B,中国,申请号:201210083054.X,授权日:2015.08.05
[9] 任鹏举,葛晨阳,李倩敏,陈磊,江豪,姚慧敏,郑南宁 “一种2D转3D技术中易于硬件实现的运动向量提取方法” 中国,CN102622770B, 申请号:201210076219.0,授权日:2014.09.03
[8] 任鹏举,葛晨阳,李倩敏,陈磊,江豪,姚慧敏,郑南宁 “一种针对富含几何信息的视频信号的消逝点检测方法” 中国,CN102663737B,申请号:201210072547.3, 授权日:2014.07.03
[7] 郑南宁,任鹏举,侯作勋,王东,杨珏,刘跃虎,葛晨阳、赵季中 “一种视频解码器亮度色度分离模块中运动检测方法及装置”,中国,CN101489032B, 申请号:200910021069.1,授权日期:2011.08.31

[6] 任鹏举,葛晨阳,何婷,魏伟,孙宏滨,梅魁志,赵季中,张超 “双目立体显示视频处理的存储器存储及读写控制方法”,中国,CN101651809B, 申请号:200910023987.8,授权日期:2011.06.01
[5] 任鹏举,葛晨阳,何婷,魏伟,孙宏滨,梅魁志,赵季中,冯耀 “处理交错式行交叉立体复合视频信号的装置及方法”,中国,CN101651810B,申请号:200910023988.2,授权日期:2011.01.05
[4] 郑南宁,任鹏举,葛晨阳,刘跃虎,赵季中,王东,马延磊,杨珏 “一种3D自适应梳状滤波的视频信号解码器”,中国,CN100584038B, 申请号:2008100178598,授权日:2010.01.20

[3] 郑南宁,王东,葛晨阳,任鹏举,卢开芳,罗亮 “一种基于多相滤波技术的自适应视频图像缩放引擎”,中国,CN101217620B, 申请号:200710307704.3,授权日:2009.12.30
[2] 郑南宁,孙宏滨,杨小露,葛晨阳,王东,任鹏举,刘伟,李珺珂,李仁男 “一种集成于视频处理芯片的图形OSD控制器”,中国,CN100576893B,申请号:2007100185525,授权日期:2009.12.30
[1] 郑南宁,李永,尹擎,葛晨阳,孙宏滨,王东,任鹏举,刘伟 “一种利于实现数字视频图像缩放插值的行场信号产生方法”,中国,CN100386797B, 申请号:2005100962939,授权日:2008.05.07