Jinwei Xing

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Vehicle Navigation

Top Venues

Frontiers Neurorobotics

Publications

Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization. Neural Networks 161 (2023)
Jeffrey D. Kopsick, Carolina Tecuatl, Keivan Moradi, Sarojini M. Attili, Hirak J. Kashyap, Jinwei Xing, Kexin Chen, Jeffrey L. Krichmar, Giorgio A. Ascoli
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus. Cogn. Comput. 15 (4) (2023)
Lars Niedermeier, Kexin Chen, Jinwei Xing, Anup Das, Jeffrey Kopsick, Eric Scott, Nate Sutton, Killian Weber, Nikil D. Dutt, Jeffrey L. Krichmar
CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation. IJCNN (2022)
Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability. CoRR (2022)
Takashi Nagata, Jinwei Xing, Tsutomu Kumazawa, Emre Neftci
Uncertainty Aware Model Integration on Reinforcement Learning. IJCNN (2022)
Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar
Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning. SAB (2022)
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. AAAI (2021)
Jinwei Xing, Takashi Nagata, Kexin Chen, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation. CoRR (2021)
Kexin Chen, Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar, Kenneth Stewart, Jinwei Xing, Xinyun Zou
Neurorobots as a Means Toward Neuroethology and Explainable AI. Frontiers Neurorobotics 14 (2020)
Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. IJCNN (2020)
Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. CoRR (2019)
Ting-Shuo Chou, Hirak Jyoti Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar
CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. IJCNN (2018)
Yang Xu, Huajin Tang, Jinwei Xing, Hongying Li
Spike trains encoding and threshold rescaling method for deep spiking neural networks. SSCI (2017)