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ORCIDBibTeX records: Jennie Si
@article{DBLP:journals/tnn/GaoSH24,
author = {Xiang Gao and
Jennie Si and
He Huang},
title = {Reinforcement Learning Control With Knowledge Shaping},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {3156--3167},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3243631},
doi = {10.1109/TNNLS.2023.3243631},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GaoSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LiLSSH23,
author = {Minhan Li and
Wentao Liu and
Jennie Si and
Jonathan W. Stallrich and
He Huang},
title = {Hierarchical Optimization for Control of Robotic Knee Prostheses Toward
Improved Symmetry of Propulsive Impulse},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {5},
pages = {1634--1642},
year = {2023},
url = {https://doi.org/10.1109/TBME.2022.3224026},
doi = {10.1109/TBME.2022.3224026},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/LiLSSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangLWLSS23,
author = {Jingyi Zhang and
Yonghong Luo and
Boya Wang and
Chao Lu and
Jennie Si and
Jie Song},
title = {Deep Reinforcement Learning for Load Shedding Against Short-Term Voltage
Instability in Large Power Systems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {8},
pages = {4249--4260},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3121757},
doi = {10.1109/TNNLS.2021.3121757},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangLWLSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ZhangTSL023,
author = {Qiang Zhang and
Xikai Tu and
Jennie Si and
Michael D. Lewek and
He Huang},
title = {A Robotic Assistance Personalization Control Approach of Hip Exoskeletons
for Gait Symmetry Improvement},
booktitle = {{IROS}},
pages = {6125--6132},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10341440},
doi = {10.1109/IROS55552.2023.10341440},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/ZhangTSL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongWS23,
author = {Junmin Zhong and
Ruofan Wu and
Jennie Si},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Long N-step Surrogate Stage Reward for Deep Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/29ef811e72b2b97cf18dd5d866b0f472-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08920,
author = {Brent A. Wallace and
Jennie Si},
title = {Continuous-Time Reinforcement Learning: New Design Algorithms with
Theoretical Insights and Performance Guarantees},
journal = {CoRR},
volume = {abs/2307.08920},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08920},
doi = {10.48550/ARXIV.2307.08920},
eprinttype = {arXiv},
eprint = {2307.08920},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16862,
author = {Brent A. Wallace and
Jennie Si},
title = {Modulation-Enhanced Excitation for Continuous-Time Reinforcement Learning
via Symmetric Kronecker Products},
journal = {CoRR},
volume = {abs/2307.16862},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16862},
doi = {10.48550/ARXIV.2307.16862},
eprinttype = {arXiv},
eprint = {2307.16862},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03711,
author = {Junmin Zhong and
Ruofan Wu and
Jennie Si},
title = {Mitigating Estimation Errors by Twin TD-Regularized Actor and Critic
for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2311.03711},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03711},
doi = {10.48550/ARXIV.2311.03711},
eprinttype = {arXiv},
eprint = {2311.03711},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/WuYSH22,
author = {Ruofan Wu and
Zhikai Yao and
Jennie Si and
He Helen Huang},
title = {Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile
Based on Actor-Critic Reinforcement Learning},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {9},
number = {1},
pages = {19--30},
year = {2022},
url = {https://doi.org/10.1109/JAS.2021.1004272},
doi = {10.1109/JAS.2021.1004272},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieeejas/WuYSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/LiuZWFSH22,
author = {Wentao Liu and
Junmin Zhong and
Ruofan Wu and
Bretta L. Fylstra and
Jennie Si and
He Helen Huang},
title = {Inferring Human-Robot Performance Objectives During Locomotion Using
Inverse Reinforcement Learning and Inverse Optimal Control},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {2},
pages = {2549--2556},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3143579},
doi = {10.1109/LRA.2022.3143579},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/LiuZWFSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/WuLYLSH22,
author = {Ruofan Wu and
Minhan Li and
Zhikai Yao and
Wentao Liu and
Jennie Si and
He Huang},
title = {Reinforcement Learning Impedance Control of a Robotic Prosthesis to
Coordinate With Human Intact Knee Motion},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {3},
pages = {7014--7020},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3179420},
doi = {10.1109/LRA.2022.3179420},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/WuLYLSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/LiuWSH22,
author = {Wentao Liu and
Ruofan Wu and
Jennie Si and
He Huang},
title = {A New Robotic Knee Impedance Control Parameter Optimization Method
Facilitated by Inverse Reinforcement Learning},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {4},
pages = {10882--10889},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3194326},
doi = {10.1109/LRA.2022.3194326},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/LiuWSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/ZhangNTLSLH22,
author = {Qiang Zhang and
Varun Nalam and
Xikai Tu and
Minhan Li and
Jennie Si and
Michael D. Lewek and
He Helen Huang},
title = {Imposing Healthy Hip Motion Pattern and Range by Exoskeleton Control
for Individualized Assistance},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {4},
pages = {11126--11133},
year = {2022},
url = {https://doi.org/10.1109/LRA.2022.3196105},
doi = {10.1109/LRA.2022.3196105},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/ZhangNTLSLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SongSCK22,
author = {Yongduan Song and
Jennie Si and
Sonya Coleman and
Dermot Kerr},
title = {Editorial Biologically Learned/Inspired Methods for Sensing, Control,
and Decision},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {5},
pages = {1820--1824},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2022.3161003},
doi = {10.1109/TNNLS.2022.3161003},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SongSCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhaoSS22,
author = {Qingtao Zhao and
Jennie Si and
Jian Sun},
title = {Online Reinforcement Learning Control by Direct Heuristic Dynamic
Programming: From Time-Driven to Event-Driven},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {8},
pages = {4139--4144},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3053037},
doi = {10.1109/TNNLS.2021.3053037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhaoSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GaoSWLH22,
author = {Xiang Gao and
Jennie Si and
Yue Wen and
Minhan Li and
He Huang},
title = {Reinforcement Learning Control of Robotic Knee With Human-in-the-Loop
by Flexible Policy Iteration},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5873--5887},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071727},
doi = {10.1109/TNNLS.2021.3071727},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GaoSWLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/LiWGSH22,
author = {Minhan Li and
Yue Wen and
Xiang Gao and
Jennie Si and
He Huang},
title = {Toward Expedited Impedance Tuning of a Robotic Prosthesis for Personalized
Gait Assistance by Reinforcement Learning Control},
journal = {{IEEE} Trans. Robotics},
volume = {38},
number = {1},
pages = {407--420},
year = {2022},
url = {https://doi.org/10.1109/TRO.2021.3078317},
doi = {10.1109/TRO.2021.3078317},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/trob/LiWGSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YangCMS22,
author = {Qinmin Yang and
Weiwei Cao and
Wenchao Meng and
Jennie Si},
title = {Reinforcement-Learning-Based Tracking Control of Waste Water Treatment
Process Under Realistic System Conditions and Control Performance
Requirements},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {8},
pages = {5284--5294},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2021.3122802},
doi = {10.1109/TSMC.2021.3122802},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/YangCMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/NalamTLSH22,
author = {Varun Nalam and
Xikai Tu and
Minhan Li and
Jennie Si and
He Helen Huang},
title = {Admittance Control Based Human-in-the-Loop Optimization for Hip Exoskeleton
Reduces Human Exertion during Walking},
booktitle = {2022 International Conference on Robotics and Automation, {ICRA} 2022,
Philadelphia, PA, USA, May 23-27, 2022},
pages = {6743--6749},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICRA46639.2022.9811553},
doi = {10.1109/ICRA46639.2022.9811553},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/NalamTLSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuZWG0S22,
author = {Ruofan Wu and
Junmin Zhong and
Brent Wallace and
Xiang Gao and
He Huang and
Jennie Si},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/aed42bb2e45857928418e4fe23d8cbcb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuZWG0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04820,
author = {Junmin Zhong and
Ruofan Wu and
Jennie Si},
title = {Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement
Learning in Complex Problems},
journal = {CoRR},
volume = {abs/2210.04820},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04820},
doi = {10.48550/ARXIV.2210.04820},
eprinttype = {arXiv},
eprint = {2210.04820},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/TuLLSH21,
author = {Xikai Tu and
Minhan Li and
Ming Liu and
Jennie Si and
He Helen Huang},
title = {A Data-Driven Reinforcement Learning Solution Framework for Optimal
and Adaptive Personalization of a Hip Exoskeleton},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {10610--10616},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9562062},
doi = {10.1109/ICRA48506.2021.9562062},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/TuLLSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/AliliNLLSH21,
author = {Abbas Alili and
Varun Nalam and
Minhan Li and
Ming Liu and
Jennie Si and
He Helen Huang},
title = {User Controlled Interface for Tuning Robotic Knee Prosthesis},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {6190--6195},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9636264},
doi = {10.1109/IROS51168.2021.9636264},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/AliliNLLSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00068,
author = {Zhikai Yao and
Jennie Si and
Ruofan Wu and
Jianyong Yao},
title = {Toward Reliable Designs of Data-Driven Reinforcement Learning Tracking
Control for Euler-Lagrange Systems},
journal = {CoRR},
volume = {abs/2101.00068},
year = {2021},
url = {https://arxiv.org/abs/2101.00068},
eprinttype = {arXiv},
eprint = {2101.00068},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03487,
author = {Ruofan Wu and
Minhan Li and
Zhikai Yao and
Jennie Si and
He Huang},
title = {Reinforcement Learning Enabled Automatic Impedance Control of a Robotic
Knee Prosthesis to Mimic the Intact Knee Motion in a Co-Adapting Environment},
journal = {CoRR},
volume = {abs/2101.03487},
year = {2021},
url = {https://arxiv.org/abs/2101.03487},
eprinttype = {arXiv},
eprint = {2101.03487},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09334,
author = {Ruofan Wu and
Zhikai Yao and
Jennie Si and
He Huang},
title = {Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile
Based on Actor-critic Reinforcement Learning},
journal = {CoRR},
volume = {abs/2101.09334},
year = {2021},
url = {https://arxiv.org/abs/2101.09334},
eprinttype = {arXiv},
eprint = {2101.09334},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WenSBGH20,
author = {Yue Wen and
Jennie Si and
Andrea Brandt and
Xiang Gao and
He Helen Huang},
title = {Online Reinforcement Learning Control for the Personalization of a
Robotic Knee Prosthesis},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {6},
pages = {2346--2356},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2890974},
doi = {10.1109/TCYB.2019.2890974},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WenSBGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GaoSWLH20,
author = {Xiang Gao and
Jennie Si and
Yue Wen and
Minhan Li and
He Helen Huang},
title = {Knowledge-Guided Reinforcement Learning Control for Robotic Lower
Limb Prosthesis},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {754--760},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9196749},
doi = {10.1109/ICRA40945.2020.9196749},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/GaoSWLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06518,
author = {Minhan Li and
Yue Wen and
Xiang Gao and
Jennie Si and
He Helen Huang},
title = {Towards Expedited Impedance Tuning of a Robotic Prosthesis for Personalized
Gait Assistance by Reinforcement Learning Control},
journal = {CoRR},
volume = {abs/2006.06518},
year = {2020},
url = {https://arxiv.org/abs/2006.06518},
eprinttype = {arXiv},
eprint = {2006.06518},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08938,
author = {Qingtao Zhao and
Jennie Si and
Jian Sun},
title = {Online Reinforcement Learning Control by Direct Heuristic Dynamic
Programming: from Time-Driven to Event-Driven},
journal = {CoRR},
volume = {abs/2006.08938},
year = {2020},
url = {https://arxiv.org/abs/2006.08938},
eprinttype = {arXiv},
eprint = {2006.08938},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09008,
author = {Xiang Gao and
Jennie Si and
Yue Wen and
Minhan Li and
He Huang},
title = {Reinforcement Learning Control of Robotic Knee with Human in the Loop
by Flexible Policy Iteration},
journal = {CoRR},
volume = {abs/2006.09008},
year = {2020},
url = {https://arxiv.org/abs/2006.09008},
eprinttype = {arXiv},
eprint = {2006.09008},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06116,
author = {Xikai Tu and
Minhan Li and
Ming Liu and
Jennie Si and
He Huang},
title = {A Data-Driven Reinforcement Learning Solution Framework for Optimal
and Adaptive Personalization of a Hip Exoskeleton},
journal = {CoRR},
volume = {abs/2011.06116},
year = {2020},
url = {https://arxiv.org/abs/2011.06116},
eprinttype = {arXiv},
eprint = {2011.06116},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LiGWSH19,
author = {Minhan Li and
Xiang Gao and
Yue Wen and
Jennie Si and
He Helen Huang},
title = {Offline Policy Iteration Based Reinforcement Learning Controller for
Online Robotic Knee Prosthesis Parameter Tuning},
booktitle = {International Conference on Robotics and Automation, {ICRA} 2019,
Montreal, QC, Canada, May 20-24, 2019},
pages = {2831--2837},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICRA.2019.8794212},
doi = {10.1109/ICRA.2019.8794212},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/LiGWSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GuoSLM18,
author = {Wentao Guo and
Jennie Si and
Feng Liu and
Shengwei Mei},
title = {Policy Approximation in Policy Iteration Approximate Dynamic Programming
for Discrete-Time Nonlinear Systems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {7},
pages = {2794--2807},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2702566},
doi = {10.1109/TNNLS.2017.2702566},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GuoSLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsip/WenGSBLH18,
author = {Yue Wen and
Xiang Gao and
Jennie Si and
Andrea Brandt and
Minhan Li and
He (Helen) Huang},
editor = {Fuchun Sun and
Huaping Liu and
Dewen Hu},
title = {Robotic Knee Prosthesis Real-Time Control Using Reinforcement Learning
with Human in the Loop},
booktitle = {Cognitive Systems and Signal Processing - 4th International Conference,
{ICCSIP} 2018, Beijing, China, November 29 - December 1, 2018, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1005},
pages = {463--473},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-7983-3\_41},
doi = {10.1007/978-981-13-7983-3\_41},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsip/WenGSBLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsip/GaoWLSH18,
author = {Xiang Gao and
Yue Wen and
Minhan Li and
Jennie Si and
He (Helen) Huang},
editor = {Fuchun Sun and
Huaping Liu and
Dewen Hu},
title = {Robotic Knee Parameter Tuning Using Approximate Policy Iteration},
booktitle = {Cognitive Systems and Signal Processing - 4th International Conference,
{ICCSIP} 2018, Beijing, China, November 29 - December 1, 2018, Revised
Selected Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1005},
pages = {554--563},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-7983-3\_49},
doi = {10.1007/978-981-13-7983-3\_49},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccsip/GaoWLSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangLS0S18,
author = {Jingyi Zhang and
Chao Lu and
Jennie Si and
Jie Song and
Yinsheng Su},
title = {Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic
Load Shedding in China Southem Power Grid},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489041},
doi = {10.1109/IJCNN.2018.8489041},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangLS0S18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/MengYSS17,
author = {Wenchao Meng and
Qinmin Yang and
Jennie Si and
Youxian Sun},
title = {Consensus Control of Nonlinear Multiagent Systems With Time-Varying
State Constraints},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {8},
pages = {2110--2120},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2629268},
doi = {10.1109/TCYB.2016.2629268},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/MengYSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WenSGHH17,
author = {Yue Wen and
Jennie Si and
Xiang Gao and
Stephanie Huang and
He (Helen) Huang},
title = {A New Powered Lower Limb Prosthesis Control Framework Based on Adaptive
Dynamic Programming},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {9},
pages = {2215--2220},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2584559},
doi = {10.1109/TNNLS.2016.2584559},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WenSGHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/WenBLHS17,
author = {Yue Wen and
Andrea Brandt and
Ming Liu and
He (Helen) Huang and
Jennie Si},
title = {Comparing parallel and sequential control parameter tuning for a powered
knee prosthesis},
booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2017, Banff, AB, Canada, October 5-8, 2017},
pages = {1716--1721},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SMC.2017.8122863},
doi = {10.1109/SMC.2017.8122863},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/WenBLHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/MengYSS16,
author = {Wenchao Meng and
Qinmin Yang and
Jennie Si and
Youxian Sun},
title = {Adaptive Neural Control of a Class of Output-Constrained Nonaffine
Systems},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {1},
pages = {85--95},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2394797},
doi = {10.1109/TCYB.2015.2394797},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/MengYSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeCCCEdLMNOPSSS16,
author = {Haibo He and
Nitesh V. Chawla and
Huanhuan Chen and
Yoonsuck Choe and
Andries P. Engelbrecht and
Jaya deva and
Lyle N. Long and
Ali A. Minai and
Feiping Nie and
Umut Ozertem and
Barak A. Pearlmutter and
Ling Shao and
Jennie Si and
Jochen J. Steil and
Brijesh K. Verma and
Ding Wang},
title = {Editorial {IEEE} Transactions on Neural Networks and Learning Systems
2016 and Beyond},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {1},
pages = {1--7},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2504864},
doi = {10.1109/TNNLS.2015.2504864},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HeCCCEdLMNOPSSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GuoLSHHM16,
author = {Wentao Guo and
Feng Liu and
Jennie Si and
Dawei He and
Ronald G. Harley and
Shengwei Mei},
title = {Online Supplementary {ADP} Learning Controller Design and Application
to Power System Frequency Control With Large-Scale Wind Energy Integration},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {8},
pages = {1748--1761},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2431734},
doi = {10.1109/TNNLS.2015.2431734},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GuoLSHHM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/WenLSH16,
author = {Yue Wen and
Ming Liu and
Jennie Si and
He Huang},
title = {Adaptive control of powered transfemoral prostheses based on adaptive
dynamic programming},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {5071--5074},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7591867},
doi = {10.1109/EMBC.2016.7591867},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/WenLSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GuoLSHHM15,
author = {Wentao Guo and
Feng Liu and
Jennie Si and
Dawei He and
Ronald G. Harley and
Shengwei Mei},
title = {Approximate dynamic programming based supplementary reactive power
control for {DFIG} wind farm to enhance power system stability},
journal = {Neurocomputing},
volume = {170},
pages = {417--427},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.03.089},
doi = {10.1016/J.NEUCOM.2015.03.089},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/GuoLSHHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiSZHC15,
author = {Yun Li and
Jennie Si and
Guojing Zhou and
Shasha Huang and
Songcan Chen},
title = {{FREL:} {A} Stable Feature Selection Algorithm},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {7},
pages = {1388--1402},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2341627},
doi = {10.1109/TNNLS.2014.2341627},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiSZHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoLSML15,
author = {Wentao Guo and
Feng Liu and
Jennie Si and
Shengwei Mei and
Rui Li},
title = {Error bound analysis of policy iteration based approximate dynamic
programming for deterministic discrete-time nonlinear systems},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280783},
doi = {10.1109/IJCNN.2015.7280783},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoLSML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/StrattonS15,
author = {Harrison Stratton and
Jennie Si},
editor = {Janusz Kacprzyk and
Witold Pedrycz},
title = {Computational Neuroscience - Biophysical Modeling of Neural Systems},
booktitle = {Springer Handbook of Computational Intelligence},
series = {Springer Handbooks},
pages = {649--663},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-43505-2\_34},
doi = {10.1007/978-3-662-43505-2\_34},
timestamp = {Fri, 27 Dec 2019 21:19:20 +0100},
biburl = {https://dblp.org/rec/reference/sp/StrattonS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoSLM14,
author = {Wentao Guo and
Jennie Si and
Feng Liu and
Shengwei Mei},
title = {Policy iteration approximate dynamic programming using Volterra series
based actor},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {249--255},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889865},
doi = {10.1109/IJCNN.2014.6889865},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoSLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoLSM14,
author = {Wentao Guo and
Feng Liu and
Jennie Si and
Shengwei Mei},
title = {Online adaptation of controller parameters based on approximate dynamic
programming},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {256--262},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889869},
doi = {10.1109/IJCNN.2014.6889869},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoLSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoLHSHM14,
author = {Wentao Guo and
Feng Liu and
Dawei He and
Jennie Si and
Ronald G. Harley and
Shengwei Mei},
title = {Reactive power control of {DFIG} wind farm using online supplementary
learning controller based on approximate dynamic programming},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {1453--1460},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889871},
doi = {10.1109/IJCNN.2014.6889871},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoLHSHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LuoCSL14,
author = {Xiong Luo and
Yi Chen and
Jennie Si and
Feng Liu},
title = {Longitudinal control of hypersonic vehicles based on direct heuristic
dynamic programming using {ANFIS}},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {3685--3692},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889894},
doi = {10.1109/IJCNN.2014.6889894},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LuoCSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/LuoSZ13,
author = {Xiong Luo and
Jennie Si and
Yuchao Zhou},
title = {An integrated design for intensified direct heuristic dynamic programming},
booktitle = {Proceedings of the 2013 {IEEE} Symposium on Adaptive Dynamic Programming
and Reinforcement Learning, {ADPRL} 2013, {IEEE} Symposium Series
on Computational Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {183--190},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ADPRL.2013.6615006},
doi = {10.1109/ADPRL.2013.6615006},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adprl/LuoSZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoLSM13,
author = {Wentao Guo and
Feng Liu and
Jennie Si and
Shengwei Mei},
title = {Incorporating approximate dynamic programming-based parameter tuning
into PD-type virtual inertia control of DFIGs},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707069},
doi = {10.1109/IJCNN.2013.6707069},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoLSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LuoS13,
author = {Xiong Luo and
Jennie Si},
title = {Stability of direct heuristic dynamic programming for nonlinear tracking
control using {PID} neural network},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707054},
doi = {10.1109/IJCNN.2013.6707054},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LuoS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/LiHCS13,
author = {Yun Li and
Shasha Huang and
Songcan Chen and
Jennie Si},
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {Stable L2-Regularized Ensemble Feature Weighting},
booktitle = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
pages = {167--178},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9\_15},
doi = {10.1007/978-3-642-38067-9\_15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mcs/LiHCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiuSSGM12,
author = {Feng Liu and
Jian Sun and
Jennie Si and
Wentao Guo and
Shengwei Mei},
title = {A boundedness result for the direct heuristic dynamic programming},
journal = {Neural Networks},
volume = {32},
pages = {229--235},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.02.005},
doi = {10.1016/J.NEUNET.2012.02.005},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LiuSSGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangWCYS12,
author = {Chenhui Yang and
Sijia Wang and
Bing Cheng and
Yuan Yuan and
Jennie Si},
title = {A neural correlate to learning decision and control using functional
synaptic efficacy},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--7},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252737},
doi = {10.1109/IJCNN.2012.6252737},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangWCYS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcci/YangMYCS12,
author = {Chenhui Yang and
Hongwei Mao and
Yuan Yuan and
Bing Cheng and
Jennie Si},
editor = {Jing Liu and
Cesare Alippi and
Bernadette Bouchon{-}Meunier and
Garrison W. Greenwood and
Hussein A. Abbass},
title = {Uncovering the Neural Code Using a Rat Model during a Learning Control
Task},
booktitle = {Advances in Computational Intelligence - {IEEE} World Congress on
Computational Intelligence, {WCCI} 2012, Brisbane, Australia, June
10-15, 2012. Plenary/Invited Lectures},
series = {Lecture Notes in Computer Science},
volume = {7311},
pages = {261--279},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30687-7\_13},
doi = {10.1007/978-3-642-30687-7\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcci/YangMYCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YangOS11,
author = {Chenhui Yang and
Byron Olson and
Jennie Si},
title = {A Multiscale Correlation of Wavelet Coefficients Approach to Spike
Detection},
journal = {Neural Comput.},
volume = {23},
number = {1},
pages = {215--250},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00063},
doi = {10.1162/NECO\_A\_00063},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/YangOS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiS11,
author = {Baohua Li and
Jennie Si},
title = {Belief function model for reliable optimal set estimation of transition
matrices in discounted infinite-horizon Markov decision processes},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1214--1221},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033362},
doi = {10.1109/IJCNN.2011.6033362},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SunLSM11,
author = {Jian Sun and
Feng Liu and
Jennie Si and
Shengwei Mei},
title = {Direct heuristic dynamic programming with augmented states},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {3112--3119},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033633},
doi = {10.1109/IJCNN.2011.6033633},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SunLSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/HarbS10,
author = {Moufid Harb and
Jennie Si},
title = {{IEEE} {CIS} Summer School Activities and Future Plans [Society Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {5},
number = {3},
pages = {4--6},
year = {2010},
url = {https://doi.org/10.1109/MCI.2010.937330},
doi = {10.1109/MCI.2010.937330},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/HarbS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijicc/OlsonS10,
author = {Byron Olson and
Jennie Si},
title = {Evidence of a mechanism of neural adaptation in the closed loop control
of directions},
journal = {Int. J. Intell. Comput. Cybern.},
volume = {3},
number = {1},
pages = {5--23},
year = {2010},
url = {https://doi.org/10.1108/17563781011028523},
doi = {10.1108/17563781011028523},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijicc/OlsonS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiS10,
author = {Baohua Li and
Jennie Si},
title = {Approximate robust policy iteration using multilayer perceptron neural
networks for discounted infinite-horizon Markov decision processes
with uncertain correlated transition matrices},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {8},
pages = {1270--1280},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2050334},
doi = {10.1109/TNN.2010.2050334},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangYS10,
author = {Chenhui Yang and
Yuan Yuan and
Jennie Si},
title = {High performance spike detection and sorting using neural waveform
phase information and {SOM} clustering},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596908},
doi = {10.1109/IJCNN.2010.5596908},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangYS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Si09,
author = {Jennie Si},
title = {Introduction to New {IEEE} {CIS} Educational Activities [Society briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {4},
number = {2},
pages = {8--9},
year = {2009},
url = {https://doi.org/10.1109/MCI.2009.932262},
doi = {10.1109/MCI.2009.932262},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Si09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/YangSTR09,
author = {Lei Yang and
Jennie Si and
Konstantinos S. Tsakalis and
Armando A. Rodriguez},
title = {Performance Evaluation of Direct Heuristic Dynamic Programming using
Control-Theoretic Measures},
journal = {J. Intell. Robotic Syst.},
volume = {55},
number = {2-3},
pages = {177--201},
year = {2009},
url = {https://doi.org/10.1007/s10846-008-9307-5},
doi = {10.1007/S10846-008-9307-5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jirs/YangSTR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YangSTR09,
author = {Lei Yang and
Jennie Si and
Konstantinos S. Tsakalis and
Armando A. Rodriguez},
title = {Direct Heuristic Dynamic Programming for Nonlinear Tracking Control
With Filtered Tracking Error},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {39},
number = {6},
pages = {1617--1622},
year = {2009},
url = {https://doi.org/10.1109/TSMCB.2009.2021950},
doi = {10.1109/TSMCB.2009.2021950},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/YangSTR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YuanYS09,
author = {Yuan Yuan and
Chenhui Yang and
Jennie Si},
title = {An advanced spike detection and sorting system},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3477--3484},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178999},
doi = {10.1109/IJCNN.2009.5178999},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YuanYS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Si08,
author = {Jennie Si},
title = {2007 International Joint Conference on Neural Networks {(IJCNN} 2007)
[Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {3},
number = {1},
pages = {82--83},
year = {2008},
url = {https://doi.org/10.1109/MCI.2007.913385},
doi = {10.1109/MCI.2007.913385},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Si08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijicc/YangDS08,
author = {Lei Yang and
James Dankert and
Jennie Si},
title = {A performance gradient perspective on gradient-based policy iteration
and a modified value iteration},
journal = {Int. J. Intell. Comput. Cybern.},
volume = {1},
number = {4},
pages = {509--520},
year = {2008},
url = {https://doi.org/10.1108/17563780810919096},
doi = {10.1108/17563780810919096},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijicc/YangDS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/BrownSS08,
author = {David G. Brown and
Jennie Si and
Ron Sun},
title = {Special Issue on Advances in Neural Networks Research: IJCNN'07},
journal = {Neural Networks},
volume = {21},
number = {2-3},
pages = {113},
year = {2008},
url = {https://doi.org/10.1016/j.neunet.2008.01.002},
doi = {10.1016/J.NEUNET.2008.01.002},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/BrownSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/LiS08,
author = {Baohua Li and
Jennie Si},
title = {Robust Optimality for Discounted Infinite-Horizon Markov Decision
Processes With Uncertain Transition Matrices},
journal = {{IEEE} Trans. Autom. Control.},
volume = {53},
number = {9},
pages = {2112--2116},
year = {2008},
url = {https://doi.org/10.1109/TAC.2008.930182},
doi = {10.1109/TAC.2008.930182},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/LiS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LinSA08,
author = {Huibao Lin and
Jennie Si and
Glen P. Abousleman},
title = {Orthogonal Rotation-Invariant Moments for Digital Image Processing},
journal = {{IEEE} Trans. Image Process.},
volume = {17},
number = {3},
pages = {272--282},
year = {2008},
url = {https://doi.org/10.1109/TIP.2007.916157},
doi = {10.1109/TIP.2007.916157},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/LinSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LuSX08,
author = {Chao Lu and
Jennie Si and
Xiaorong Xie},
title = {Direct Heuristic Dynamic Programming for Damping Oscillations in a
Large Power System},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {38},
number = {4},
pages = {1008--1013},
year = {2008},
url = {https://doi.org/10.1109/TSMCB.2008.923157},
doi = {10.1109/TSMCB.2008.923157},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/LuSX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JiangLSA08,
author = {Nan Jiang and
Changchun Li and
Jennie Si and
Glen P. Abousleman},
title = {A nonlinear adaptive regression process for noise corrupt images},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {901--904},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517756},
doi = {10.1109/ICASSP.2008.4517756},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/JiangLSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiJSA08,
author = {Changchun Li and
Nan Jiang and
Jennie Si and
Glen P. Abousleman},
title = {Robust target detection and tracking in outdoor infrared video},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1489--1492},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517903},
doi = {10.1109/ICASSP.2008.4517903},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiJSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiLSA08,
author = {Baohua Li and
Changchun Li and
Jennie Si and
Glen P. Abousleman},
title = {Interval least-squares filtering with applications to robust video
target tracking},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3397--3400},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518380},
doi = {10.1109/ICASSP.2008.4518380},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiLSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LuSXS07,
author = {Chao Lu and
Jennie Si and
Xiaorong Xie and
Jie Song},
title = {Convergence of Direct Heuristic Dynamic Programming in Power System
Stability Control},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {908--913},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371079},
doi = {10.1109/IJCNN.2007.4371079},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LuSXS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OlsonS07,
author = {Byron Olson and
Jennie Si},
title = {Adaptation in Neural Activity for Directional Control},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {1888--1893},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371246},
doi = {10.1109/IJCNN.2007.4371246},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/OlsonS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiS07,
author = {Baohua Li and
Jennie Si},
title = {Approximate Robust Policy Iteration for Discounted Infinite-Horizon
Markov Decision Processes with Uncertain Stationary Parametric Transition
Matrices},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2052--2057},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371274},
doi = {10.1109/IJCNN.2007.4371274},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LiS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangSTR07,
author = {Lei Yang and
Jennie Si and
Konstantinos S. Tsakalis and
Armando A. Rodriguez},
title = {Performance Analysis of Direct Heuristic Dynamic Programming using
Control-Theoretic Measures},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2504--2509},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371352},
doi = {10.1109/IJCNN.2007.4371352},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/YangSTR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/OlsonSS06,
author = {Byron Olson and
Jennie Si and
Jason Silver},
title = {Decoding High Level Signals for Asynchronous Brain Machine interfaces},
booktitle = {28th International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
- September 3, 2006, Supplement Volume},
pages = {6569--6572},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IEMBS.2006.260876},
doi = {10.1109/IEMBS.2006.260876},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/OlsonSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JiangSA06,
author = {Nan Jiang and
Jennie Si and
Glen P. Abousleman},
title = {Hierarchical Region-Based Image Registration in Scale Space},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {745--748},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660450},
doi = {10.1109/ICASSP.2006.1660450},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/JiangSA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/MaZSA05,
author = {Lei Ma and
Xiao{-}Ping (Steven) Zhang and
Jennie Si and
Glen P. Abousleman},
title = {Bidirectional labeling and registration scheme for grayscale image
segmentation},
journal = {{IEEE} Trans. Image Process.},
volume = {14},
number = {12},
pages = {2073--2081},
year = {2005},
url = {https://doi.org/10.1109/TIP.2005.857277},
doi = {10.1109/TIP.2005.857277},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/MaZSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LinSA05,
author = {Huibao Lin and
Jennie Si and
Glen P. Abousleman},
title = {Migrating Orthogonal Rotation-Invariant Moments from Continuous to
Discrete Space},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {245--248},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415387},
doi = {10.1109/ICASSP.2005.1415387},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LinSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEisic/LuSXTD04,
author = {Chao Lu and
Jennie Si and
Xiaorong Xie and
Luyuan Tong and
James Dankert},
title = {{SVC} supplementary damping control using direct neural dynamic programming},
booktitle = {Intelligent Control, {ISIC} 2004. Proceedings of the 2004 {IEEE} International
Symposium on, Taipei, Taiwan, 2-4 Sept., 2004},
pages = {270--274},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISIC.2004.1387694},
doi = {10.1109/ISIC.2004.1387694},
timestamp = {Mon, 10 Jul 2023 15:19:36 +0200},
biburl = {https://dblp.org/rec/conf/IEEEisic/LuSXTD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEisic/YangST04,
author = {Lei Yang and
Jennie Si and
Konstantinos S. Tsakalis},
title = {Understand direct {NDP} with linear quadratic regulation},
booktitle = {Intelligent Control, {ISIC} 2004. Proceedings of the 2004 {IEEE} International
Symposium on, Taipei, Taiwan, 2-4 Sept., 2004},
pages = {374--379},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISIC.2004.1387712},
doi = {10.1109/ISIC.2004.1387712},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEisic/YangST04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/EnnsS03,
author = {Russell Enns and
Jennie Si},
title = {Helicopter trimming and tracking control using direct neural dynamic
programming},
journal = {{IEEE} Trans. Neural Networks},
volume = {14},
number = {4},
pages = {929--939},
year = {2003},
url = {https://doi.org/10.1109/TNN.2003.813839},
doi = {10.1109/TNN.2003.813839},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/EnnsS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaZSA03,
author = {Lei Ma and
Xiao{-}Ping (Steven) Zhang and
Jennie Si and
Glen P. Abousleman},
title = {Bi-directional gradient labeling and registration for gray-scale image
segmentation},
booktitle = {Proceedings of the 2003 International Conference on Image Processing,
{ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003},
pages = {365--368},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICIP.2003.1246974},
doi = {10.1109/ICIP.2003.1246974},
timestamp = {Wed, 11 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/MaZSA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LinSA02,
author = {Huibao Lin and
Jennie Si and
Glen P. Abousleman},
title = {Knowledge-based hierarchical region-of-interest detection},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {3628--3631},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5745441},
doi = {10.1109/ICASSP.2002.5745441},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LinSA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SiW01,
author = {Jennie Si and
Yu{-}Tsung Wang},
title = {Online learning control by association and reinforcement},
journal = {{IEEE} Trans. Neural Networks},
volume = {12},
number = {2},
pages = {264--276},
year = {2001},
url = {https://doi.org/10.1109/72.914523},
doi = {10.1109/72.914523},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SiW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiangS01,
author = {Xue{-}Bin Liang and
Jennie Si},
title = {Global exponential stability of neural networks with globally Lipschitz
continuous activations and its application to linear variational inequality
problem},
journal = {{IEEE} Trans. Neural Networks},
volume = {12},
number = {2},
pages = {349--359},
year = {2001},
url = {https://doi.org/10.1109/72.914529},
doi = {10.1109/72.914529},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiangS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SiLV00,
author = {Jennie Si and
Siming Lin and
M.{-}A. Vuong},
title = {Dynamic topology representing networks},
journal = {Neural Networks},
volume = {13},
number = {6},
pages = {617--627},
year = {2000},
url = {https://doi.org/10.1016/S0893-6080(00)00039-3},
doi = {10.1016/S0893-6080(00)00039-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SiLV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/EnnsS00,
author = {Russell Enns and
Jennie Si},
title = {Helicopter flight control design using a learning control approach},
booktitle = {39th {IEEE} Conference on Decision and Control, {CDC} 2000, Sydney,
Australia, December 12-15, 2000},
pages = {1754--1759},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/CDC.2000.912115},
doi = {10.1109/CDC.2000.912115},
timestamp = {Thu, 31 Mar 2022 11:10:43 +0200},
biburl = {https://dblp.org/rec/conf/cdc/EnnsS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SiW00,
author = {Jennie Si and
Yu{-}Tsung Wang},
title = {On-Line Learning Control by Association and Reinforcement},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {221--226},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861307},
doi = {10.1109/IJCNN.2000.861307},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SiW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhouS99,
author = {Guian Zhou and
Jennie Si},
title = {Subset-based training and pruning of sigmoid neural networks},
journal = {Neural Networks},
volume = {12},
number = {1},
pages = {79--89},
year = {1999},
url = {https://doi.org/10.1016/S0893-6080(98)00105-1},
doi = {10.1016/S0893-6080(98)00105-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhouS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/SiZ99,
author = {Jennie Si and
Guian Zhou},
title = {Advancing Gradient Base Neural Network Training},
journal = {Neural Parallel Sci. Comput.},
volume = {7},
number = {1},
pages = {17--32},
year = {1999},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/SiZ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LinS98,
author = {Siming Lin and
Jennie Si},
title = {Weight Value Convergence of the {SOM} Algorithm for Discrete Input},
journal = {Neural Comput.},
volume = {10},
number = {4},
pages = {807--814},
year = {1998},
url = {https://doi.org/10.1162/089976698300017485},
doi = {10.1162/089976698300017485},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/LinS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhouS98,
author = {Guian Zhou and
Jennie Si},
title = {A Systematic and Effective Supervised Learning Mechanism Based on
Jacobian Rank Deficiency},
journal = {Neural Comput.},
volume = {10},
number = {4},
pages = {1031--1045},
year = {1998},
url = {https://doi.org/10.1162/089976698300017610},
doi = {10.1162/089976698300017610},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/ZhouS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhouS98,
author = {Guian Zhou and
Jennie Si},
title = {Advanced neural-network training algorithm with reduced complexity
based on Jacobian deficiency},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {3},
pages = {448--453},
year = {1998},
url = {https://doi.org/10.1109/72.668886},
doi = {10.1109/72.668886},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ZhouS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LimanondS98,
author = {Suttipan Limanond and
Jennie Si},
title = {Neural network-based control design: an {LMI} approach},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {6},
pages = {1422--1429},
year = {1998},
url = {https://doi.org/10.1109/72.728392},
doi = {10.1109/72.728392},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LimanondS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mk/98/SiM98,
author = {Jennie Si and
Anthony N. Michel},
editor = {Cornelius T. Leondes},
title = {Multilevel neurons},
booktitle = {Algorithms and Architectures},
series = {Neural network systems techniques and applications},
volume = {1},
pages = {155--179},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://doi.org/10.1016/s1874-5946(98)80070-9},
doi = {10.1016/S1874-5946(98)80070-9},
timestamp = {Thu, 14 May 2020 16:10:09 +0200},
biburl = {https://dblp.org/rec/books/mk/98/SiM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LinSS97,
author = {Siming Lin and
Jennie Si and
A. B. Schwartz},
title = {Self-Organization of Firing Activities in Monkey's Motor Cortex: Trajectory
Computation from Spike Signals},
journal = {Neural Comput.},
volume = {9},
number = {3},
pages = {607--621},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.3.607},
doi = {10.1162/NECO.1997.9.3.607},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/LinSS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/LiuS97,
author = {Binfan Liu and
Jennie Si},
title = {Fault isolation filter design for linear time-invariant systems},
journal = {{IEEE} Trans. Autom. Control.},
volume = {42},
number = {5},
pages = {704--707},
year = {1997},
url = {https://doi.org/10.1109/9.580881},
doi = {10.1109/9.580881},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/LiuS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CaoZS97,
author = {Xi{-}Ren Cao and
Jie Zhu and
Jennie Si},
editor = {Michel Verleysen},
title = {Blind equalization with a linear feedforward neural network},
booktitle = {5th Eurorean Symposium on Artificial Neural Networks, {ESANN} 1997,
Bruges, Belgium, April 16-18, 1997, Proceedings},
publisher = {D-Facto public},
year = {1997},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1997-516-S.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CaoZS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/LiuS96,
author = {Binfan Liu and
Jennie Si},
title = {Best approximation results using regular-center Gaussian networks},
journal = {Neural Parallel Sci. Comput.},
volume = {4},
number = {1},
pages = {25--34},
year = {1996},
url = {http://dl.acm.org/citation.cfm?id=233899},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/LiuS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhouS96,
author = {Guian Zhou and
Jennie Si},
editor = {Christoph von der Malsburg and
Werner von Seelen and
Jan C. Vorbr{\"{u}}ggen and
Bernhard Sendhoff},
title = {Improving Neural Network Training Based on Jacobian Rank Deficiency},
booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,
Bochum, Germany, July 16-19, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1112},
pages = {531--536},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61510-5\_91},
doi = {10.1007/3-540-61510-5\_91},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ZhouS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiuS96,
author = {Binfan Liu and
Jennie Si},
editor = {Christoph von der Malsburg and
Werner von Seelen and
Jan C. Vorbr{\"{u}}ggen and
Bernhard Sendhoff},
title = {Approximation Errors of State and Output Trajectories Using Recurrent
Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,
Bochum, Germany, July 16-19, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1112},
pages = {803--808},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61510-5\_135},
doi = {10.1007/3-540-61510-5\_135},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LiuS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/SiM95,
author = {Jennie Si and
Anthony N. Michel},
title = {A shift invariant pattern recognition mechanism and its implementation
by associative memory},
journal = {Neural Parallel Sci. Comput.},
volume = {3},
number = {3},
pages = {349--356},
year = {1995},
url = {http://dl.acm.org/citation.cfm?id=213263},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npsc/SiM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SiM95,
author = {Jennie Si and
Anthony N. Michel},
title = {Analysis and synthesis of a class of discrete-time neural networks
with multilevel threshold neurons},
journal = {{IEEE} Trans. Neural Networks},
volume = {6},
number = {1},
pages = {105--116},
year = {1995},
url = {https://doi.org/10.1109/72.363445},
doi = {10.1109/72.363445},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SiM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuS94,
author = {Binfan Liu and
Jennie Si},
title = {The best approximation to C\({}^{\mbox{2}}\) functions and its error
bounds using regular-center Gaussian networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {5},
number = {5},
pages = {845--847},
year = {1994},
url = {https://doi.org/10.1109/72.317739},
doi = {10.1109/72.317739},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/LiuS93,
author = {Binfan Liu and
Jennie Si},
title = {The best approximation to C\({}^{\mbox{2}}\) functions and its error
bounds using Gaussian hidden units},
booktitle = {1993 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
1993, Chicago, Illinois, USA, May 3-6, 1993},
pages = {188--191},
publisher = {{IEEE}},
year = {1993},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/LiuS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/GouroncS93,
author = {Jean{-}Louis Gouronc and
Jennie Si},
title = {A near optimal algorithm for image compression using Gabor expansion},
booktitle = {1993 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
1993, Chicago, Illinois, USA, May 3-6, 1993},
pages = {251--254},
publisher = {{IEEE}},
year = {1993},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/GouroncS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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