期刊论文 Journals

[13] 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”,to appear to IEEE Transactions on Computer-aided Design of Integrated Circuits and Systems (CCF Rank A)
[12] Yicong He, Fei Wang,Shiyuan Wang, Pengju Ren,Badong Chen,“Maximum Total Correntropy Diffusion Adaptation over Networks with Noisy Links”, appear to IEEE Transactions on Circuit and Systems II.
[11] Yongqiang Ma, Ziru Wang, Siyu Yu, Badong Chen, Nannning 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.
[10] Yongqiang Ma, Hao Wu, Mengjiao Zhu, Pengju Ren, Badong Chen and Nanning Zheng, "Reconstruction of Visual Image from Functional Magnetic Resonance Imaging Using Spiking Neuron Model". IEEE Transactions on Cognitive and Developmental Systems. 2018 10(3): 624-636.
[9] 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. (PDF)
[8] 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. (PDF)
[7] 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.
[6] 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, DOI:10.1109/TC.2015.2439276. (PDF)
[5] 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, DOI: 10.1109/TC.2015.2425887. (PDF)
[4] 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 (PDF)
[3] Dong Wang, Pengju Ren, Leibo Liu “A high-throughput fixed-point divider for FPGAs”, IEICE Electronics Express, Vol.10, No.4, 1-8. 2013. (PDF)
[2] 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 31(6): 890-903(2012). DOI: 10.1109/TCAD.2012.2184760. SCI:945AJ (PDF)

[1] 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 35(4):371-381(2011).

会议 Conferences

[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 Digitial 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 Digitial 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), Accept.
[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. (PDF)
[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”, 2016 IEEE International Symposium on Circuits & Systems (ISCAS), May. 2016. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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. (PDF)
[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). (PDF)
[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. (PDF)
[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

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

[11] 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,申请号:20181117777L.2,申请日:2018.10.11

[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

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

[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,申请号:CN2017103320081 ,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,CN103945.B, 申请号:2014101364749,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:201210083054X,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:2012100762190,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:2012100725473, 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:2009100210691,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:2009100239878,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:2009100239882,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,CN100584038, 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,CN100576881, 申请号:2007103077043,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,CN100576893,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,CN100386797, 申请号:2005100962939,授权日:2008.05.07