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Liyu Xia
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Year
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
502022
Temporal and state abstractions for efficient learning, transfer, and composition in humans.
L Xia, AGE Collins
Psychological review 128 (4), 643, 2021
322021
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
232021
Learning under uncertainty changes during adolescence
L Xia, SL Master, M Eckstein, L Wilbrecht, AGE Collins
132020
A probabilistic view of the spatial pooler in hierarchical temporal memory
M Leake, L Xia, K Rocki, W Imaino
International Journal of Computer and Information Engineering 9 (5), 1259-1266, 2015
112015
Artificial neural networks for model identification and parameter estimation in computational cognitive models
M Rmus, TF Pan, L Xia, AGE Collins
Biorxiv, 2023
22023
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
22015
Mathematical Modeling of Human Learning and Decision Making
L Xia
University of California, Berkeley, 2021
12021
Strong Approximation of Brownian Motion
L Xia
University of Chicago REU 2013, 2013
12013
Credit assignment in hierarchical option transfer
JJ Li, L Xia, F Dong, AGE Collins
CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2022
2022
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Articles 1–10