| 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 | 146 | 2022 |
| 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 | 38 | 2021 |
| 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 | 25 | 2020 |
| Attention-based structural-plasticity S Kolouri, N Ketz, X Zou, J Krichmar, P Pilly arXiv preprint arXiv:1903.06070, 2019 | 21* | 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 | 18 | 2017 |
| Neuromodulated attention and goal-driven perception in uncertain domains X Zou, S Kolouri, PK Pilly, JL Krichmar Neural Networks 125, 56-69, 2020 | 13 | 2020 |
| 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 | 11 | 2020 |
| 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 | 10 | 2019 |
| 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 | 7 | 2023 |
| 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 | 6 | 2022 |
| 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 | 6 | 2021 |
| 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 | 5 | 2021 |
| 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 | 5 | 2020 |
| 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 | 1 | 2022 |
| Neurorobotic Investigation of Biologically Plausible Neural Networks X Zou University of California, Irvine, 2021 | | 2021 |
Jeff KrichmarProfessor of Cognitive Sciences, Professor of Computer Science, University of California, IrvineVerified email at uci.edu
