| Direct recordings of grid-like neuronal activity in human spatial navigation J Jacobs, CT Weidemann, JF Miller, A Solway, JF Burke, XX Wei, ... Nature neuroscience 16 (9), 1188-1190, 2013 | 655 | 2013 |
| A Bayesian observer model constrained by efficient coding can explain'anti-Bayesian'percepts XX Wei, AA Stocker Nature neuroscience 18 (10), 1509-1517, 2015 | 454 | 2015 |
| Emergence of grid-like representations by training recurrent neural networks to perform spatial localization CJ Cueva, XX Wei International Conference on Learning Representations (ICLR, 2018), 2018 | 232 | 2018 |
| Lawful relation between perceptual bias and discriminability XX Wei, AA Stocker Proceedings of the National Academy of Sciences 114 (38), 10244-10249, 2017 | 214 | 2017 |
| Neural tuning and representational geometry N Kriegeskorte, XX Wei Nature Reviews Neuroscience, 2021 | 151 | 2021 |
| A principle of economy predicts the functional architecture of grid cells XX Wei, J Prentice, V Balasubramanian eLife 4, 2015 | 121* | 2015 |
| Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference XX Wei, AA Stocker Advances in neural information processing systems 25, 2012 | 105 | 2012 |
| Mutual information, Fisher information, and efficient coding XX Wei, AA Stocker Neural computation 28 (2), 305-326, 2016 | 98 | 2016 |
| Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE D Zhou, XX Wei Advances in Neural Information Processing Systems 33, 2020 | 81 | 2020 |
| Efficient neural codes under metabolic constraints Z Wang*, XX Wei*, AA Stocker, DD Lee Advances in Neural Information Processing Systems, 4619-4627, 2016 | 47 | 2016 |
| Bayesian inference with efficient neural population codes XX Wei, AA Stocker Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012 | 39* | 2012 |
| Population dynamics of head-direction neurons during drift and reorientation Z Ajabi, AT Keinath, XX Wei, MP Brandon Nature 615 (7954), 892-899, 2023 | 34* | 2023 |
| Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks CJ Cueva, PY Wang, M Chin, XX Wei arXiv preprint arXiv:1912.10189 (published in ICLR, 2020), 2020 | 34 | 2020 |
| A zero-inflated gamma model for post-deconvolved calcium imaging traces XX Wei*, D Zhou*, A Grosmark, Z Ajabi, F Sparks, P Zhou, M Brandon, ... Published in Neurons, Behavior, Data analysis, and Theory (NBDT journal …, 2020 | 22* | 2020 |
| On Path Integration of grid cells: isotropic metric, conformal embedding and group representation R Gao, J Xie, XX Wei, SC Zhu, YN Wu Advances in Neural Information Processing Systems, 2021, 2021 | 20* | 2021 |
| A unifying theory explains seemingly contradictory biases in perceptual estimation M Hahn, XX Wei Nature Neuroscience 27 (4), 793-804, 2024 | 18 | 2024 |
| Understanding multivariate brain activity: Evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imaging RY Zhang, XX Wei, K Kay PLoS computational biology 16 (8), e1008153, 2020 | 17 | 2020 |
| Dynamic self-organized error-correction of grid cells by border cells E Pollock, N Desai, XX Wei*, V Balasubramanian* arXiv preprint arXiv:1808.01503, 2018 | 14* | 2018 |
| Emergent neural dynamics and geometry for generalization in a transitive inference task K Kay, N Biderman, R Khajeh, M Beiran, CJ Cueva, D Shohamy, ... PLOS Computational Biology 20 (4), e1011954, 2024 | 10* | 2024 |
| Conformal isometry of lie group representation in recurrent network of grid cells D Xu, R Gao, WH Zhang, XX Wei, YN Wu arXiv preprint arXiv:2210.02684, 2022 | 9 | 2022 |
Alan A StockerUniversity of PennsylvaniaVerified email at psych.upenn.edu
