Követés
Xinyun Zou
Xinyun Zou
Postdoc in Biology and Biological Engineering, Caltech
E-mail megerősítve itt: caltech.edu
Cím
Hivatkozott rá
Hivatkozott rá
Év
Biological underpinnings for lifelong learning machines
D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ...
Nature Machine Intelligence 4 (3), 196-210, 2022
2382022
Domain adaptation in reinforcement learning via latent unified state representation
J Xing, T Nagata, K Chen, X Zou, E Neftci, JL Krichmar
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10452 …, 2021
522021
Neurorobots as a means toward neuroethology and explainable AI
K Chen, T Hwu, HJ Kashyap, JL Krichmar, K Stewart, J Xing, X Zou
Frontiers in Neurorobotics 14, 570308, 2020
272020
Attention-based structural-plasticity
S Kolouri, N Ketz, X Zou, J Krichmar, P Pilly
arXiv preprint arXiv:1903.06070, 2019
22*2019
A complete neuromorphic solution to outdoor navigation and path planning
T Hwu, J Krichmar, X Zou
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
182017
Neuromodulated patience for robot and self-driving vehicle navigation
J Xing, X Zou, JL Krichmar
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
132020
Neuromodulated attention and goal-driven perception in uncertain domains
X Zou, S Kolouri, PK Pilly, JL Krichmar
Neural Networks 125, 56-69, 2020
132020
Advantage of prediction and mental imagery for goal-directed behaviour in agents and robots
JL Krichmar, T Hwu, X Zou, T Hylton
Cognitive Computation and Systems 1 (1), 12-19, 2019
122019
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization
J Xing, T Nagata, X Zou, E Neftci, JL Krichmar
Neural Networks 161, 228-241, 2023
112023
Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment
X Zou, E Scott, A Johnson, K Chen, D Nitz, K De Jong, J Krichmar
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
82021
Terrain Classification with a Reservoir-Based Network of Spiking Neurons
X Zou, T Hwu, J Krichmar, E Neftci
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
82020
Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks
K Chen, A Johnson, EO Scott, X Zou, KA De Jong, DA Nitz, JL Krichmar
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
72021
Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
J Xing, T Nagata, X Zou, E Neftci, JL Krichmar
arXiv preprint arXiv:2205.08685, 2022
62022
Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning
J Xing, X Zou, PK Pilly, NA Ketz, JL Krichmar
International Conference on Simulation of Adaptive Behavior, 115-126, 2022
12022
Neurorobotic Investigation of Biologically Plausible Neural Networks
X Zou
University of California, Irvine, 2021
2021
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Cikkek 1–15