Zhenshan Bing

    Email: bing@in.tum.de

    Room: MI.03.07.059

    Phone: +49.89.289.18128

    Fax:  +49.89.289.18107

    Address: Institut für Informatik VI

                    Technische Universität München

                    Boltzmannstraße 3, 85748, Garching bei München Germany

    Office Hour: By appointment only

    Curriculum Vitae

    I received my Bachelor degree in Mechanical Design Manufacturing and Automation from Harbin Institute of Technology, China in 2013, and my M.Eng degree in Mechanical Engineering (State Key Laboratory of Robotics System) at the same university in 2015. Then in October 2015, I joined the Robotics and Embedded System under the supervision of Professor Knoll. My research investigates the snake-like robot which is controlled to achieve autonomous locomotion and self-adaptive behavior by artificial neural networks and its related applications.

    If you are self-motivated for a snake-like robot related thesis topic, please write me an email indicating your background and skills.

    Publications

    2019

    • Bing, Zhenshan; Lemke, Christian; Jiang, Zhuangyi; Huang, Kai; Knoll, Alois: Energy-Efficient Slithering Gait Exploration for a Snake-like Robot based on Reinforcement Learning. The 28th International Joint Conference on Artificial Intelligence (IJCAI-19), Macao, China, 10-16 August 2019, 2019 more… BibTeX
    • Bing, Zhenshan; Baumann, Ivan; Jiang, Zhuangyi; Huang, Kai; Cai, Caixia; Knoll, Alois: Supervised Learning in SNN via Reward-Modulated Spike-Timing-Dependent Plasticity for a Target Reaching Vehicle. Frontiers in Neurorobotics 13, 2019 more… BibTeX Full text ( DOI )
    • Bing, Zhenshan; Jiang, Zhuangyi; Cheng, Long; Cai, Caixia; Huang, Kai; Maier; Knoll, Alois: End to End Learning of a Multi-layered SNN Based on R-STDP for a Target Tracking Snake-like Robot, to be appear. 2019 IEEE International Conference on Robotics and Automation(ICRA), 2019 more… BibTeX
    • Bing, Zhenshan; Meschede, Claus, Huang, Kai,; Chen, Guang; Knoll, Alois: Indirect and Direct Training of Spiking Neural Networks for End-to-End Control of a Lane-Keeping Vehicle. Neural Networks, 2019 more… BibTeX
    • Chen, Guang; Bing, Zhenshan; Roehrbein, Florian; Conradt, Jorg; Huang, Kai; Cheng, Long; Jiang, Zhuangyi; Knoll, Alois: Toward Brain-inspired Learning with the Neuromorphic Snake-like Robot and the Neurorobotic Platform. IEEE Transactions on Cognitive and Developmental Systems, 2019, 1-1 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
    • Zhuangyi Jiang, Pengfei XIA, Kai Huang, Walter Stechele, Guang Chen, Zhenshan Bing, Alois Knoll: Mixed Frame-/Event-Driven Fast Pedestrian Detection. 2019 International Conference on Robotics and Automation (ICRA), 2019 more… BibTeX
    • Zhuangyi Jiang, Zhenshan Bing, Kai Huang, Alois Knoll: Retina-based Pipe-like Object Tracking Implemented through Spiking Neural Network on a Snake Robot. Frontiers in Neurorobotics, 2019 more… BibTeX Full text ( DOI )

    2018

    • Bing, Zhenshan; Meschede, Claus; Huang, Kai; Chen, Guang; R̈ohrbein, Florian; Akl, Mahmoud; Knoll, Alois: End to End Learning of Spiking Neural Network based on R-STDP for a Lane Keeping Vehicle, to be appear. 2018 IEEE International Conference on Robotics and Automation (ICRA), 2018 more… BibTeX
    • Bing, Zhenshan; Meschede, Claus; Röhrbein, Florian; Huang, Kai; Knoll, Alois C.: A Survey of Robotics Control Based on Learning-Inspired Spiking Neural Networks. Frontiers in Neurorobotics 12, 2018 more… BibTeX Full text ( DOI )
    • Zhou, Mingchuan; Cheng, Long; Dell'Antonio, Manuel; Wang, Xiebing; Bing, Zhenshan; Nasseri, M. Ali; Huang, Kai; Knoll, Alois: Peak Temperature Minimization for Hard Real-time Systems using DVS and DPM. Journal of Circuits, Systems and Computers, 2018 more… BibTeX Full text ( DOI )

    2017

    • Bing, Zhenshan; Cheng, Long; Chen, Guang; Röhrbein, Florian; Huang, Kai; Knoll, Alois: Towards autonomous locomotion: CPG-based control of smooth 3D slithering gait transition of a snake-like robot. Bioinspiration & Biomimetics 12 (3), 2017, 035001 more… BibTeX Full text ( DOI )
    • Bing, Zhenshan; Cheng, Long; Huang, Kai; Jiang, Zhuangyi; Chen, Guang; R̈ohrbein, Florian; Knoll, Alois: Towards Autonomous Locomotion: Slithering Gait Design of a Snake-like Robot for Target Observation and Tracking. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017 more… BibTeX Full text (mediaTUM)
    • Bing, Zhenshan; Cheng, Long; Huang, Kai; Zhou, Mingchuan; Knoll, Alois: CPG-based control of smooth transition for body shape and locomotion speed of a snake-like robot. 2017 IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2017 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
    • Bing, Zhenshan; Cheng, Long; Knoll, Alois; Zhong, Anyang; Huang, Kai; Zhang, Feihu: Slope angle estimation based on multi-sensor fusion for a snake-like robot. 2017 20th International Conference on Information Fusion (Fusion), IEEE, 2017 more… BibTeX Full text ( DOI )
    • Cheng, Long; Bing, Zhenshan; Knoll, Alois; Huang, Kai: Biologically Inspired Spiking Neural Network for Autonomous Locomotion Control of Snake-Like Robots. International Journal of Biosensors & Bioelectronics, 2017 more… BibTeX Full text (mediaTUM)
    • Hinz, Gereon; Chen, Guang; Aafaque, Muhammad; Rohrbein, Florian; Conradt, Jorg; Bing, Zhenshan; Qu, Zhongnan; Stechele, Walter; Knoll, Alois: Online Multi-Object Tracking-by-Clustering for Intelligent Transportation System with Neuromorphic Vision Sensor. the 40th German Conference on Artificial Intelligence(KI 2017), 2017 more… BibTeX
    • Jiang, Zhuangyi; Bing, Zhenshan; Huang, Kai; Chen, Guang; Cheng, Long; Knoll, Alois: Event-based Target Tracking Control for a Snake Robot Using a Dynamic Vision Sensor. International Conference On Neural Information Processing (ICONIP), 2017 more… BibTeX
    • Xiao, Shanshan; Bing, Zhenshan; Huang, Kai; Huang, Yuhong: Snake-like Robot Climbs Inside Different Pipes. 2017 IEEE International Conference on Robotics and Biomimetics, 2017 more… BibTeX

    2016

    • Bing, Zhenshan; Cheng, Long; Huang, Kai; Zhou, Mingchuan; Knoll, Alois: A CPG-based Control Architecture for 3D Locomotion of a snake-like robot. Technische Universiẗat M̈unchen, 2016, more… BibTeX Full text (mediaTUM)