| The interpretation of computational model parameters depends on the context MK Eckstein, SL Master, L Xia, RE Dahl, L Wilbrecht, AGE Collins Elife 11, e75474, 2022 | 77 | 2022 |
| Temporal and state abstractions for efficient learning, transfer, and composition in humans. L Xia, AGE Collins Psychological review 128 (4), 643, 2021 | 43 | 2021 |
| Modeling changes in probabilistic reinforcement learning during adolescence L Xia, SL Master, MK Eckstein, B Baribault, RE Dahl, L Wilbrecht, ... PLoS computational biology 17 (7), e1008524, 2021 | 35 | 2021 |
| Learning under uncertainty changes during adolescence L Xia, SL Master, M Eckstein, L Wilbrecht, AGE Collins | 13 | 2020 |
| Artificial neural networks for model identification and parameter estimation in computational cognitive models M Rmus, TF Pan, L Xia, AGE Collins PLOS Computational Biology 20 (5), e1012119, 2024 | 11 | 2024 |
| A probabilistic view of the spatial pooler in hierarchical temporal memory M Leake, L Xia, K Rocki, W Imaino World Academy of Science, Engineering and Technology, International Journal …, 2015 | 11 | 2015 |
| Credit assignment in hierarchical option transfer JJ Li, L Xia, F Dong, AGE Collins CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2022 | 2 | 2022 |
| Effect of spatial pooler initialization on column activity in hierarchical temporal memory M Leake, L Xia, K Rocki, W Imaino Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 2 | 2015 |
| Adolescent and adult mice use both incremental reinforcement learning and short term memory when learning concurrent stimulus-action associations J Chase, L Xia, LH Tai, WC Lin, AGE Collins, L Wilbrecht PLOS Computational Biology 20 (12), e1012667, 2024 | 1 | 2024 |
| Mathematical Modeling of Human Learning and Decision Making L Xia University of California, Berkeley, 2021 | 1 | 2021 |
| Strong Approximation of Brownian Motion L Xia University of Chicago REU 2013, 2013 | 1 | 2013 |
