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 | 604 | 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 | 421 | 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 | 210 | 2018 |
Lawful relation between perceptual bias and discriminability XX Wei, AA Stocker Proceedings of the National Academy of Sciences 114 (38), 10244-10249, 2017 | 201 | 2017 |
Neural tuning and representational geometry N Kriegeskorte, XX Wei Nature Reviews Neuroscience, 2021 | 119 | 2021 |
A principle of economy predicts the functional architecture of grid cells XX Wei, J Prentice, V Balasubramanian eLife 4, 2015 | 107* | 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 | 98 | 2012 |
Mutual information, Fisher information, and efficient coding XX Wei, AA Stocker Neural computation 28 (2), 305-326, 2016 | 87 | 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 | 57 | 2020 |
Efficient neural codes under metabolic constraints Z Wang*, XX Wei*, AA Stocker, DD Lee Advances in Neural Information Processing Systems, 4619-4627, 2016 | 45 | 2016 |
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 | 38 | 2020 |
Bayesian inference with efficient neural population codes XX Wei, AA Stocker Artificial Neural Networks and Machine Learning–ICANN 2012: 22nd …, 2012 | 36* | 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 | 28* | 2023 |
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 | 20* | 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 | 16* | 2021 |
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 | 13 | 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 | 11* | 2018 |
Neural dynamics and geometry for transitive inference K Kay, XX Wei, R Khajeh, M Beiran, CJ Cueva, G Jensen, VP Ferrera, ... bioRxiv, 2022.10. 10.511448, 2022 | 7 | 2022 |
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 | 6 | 2022 |
A unifying theory explains seemingly contradictory biases in perceptual estimation M Hahn, XX Wei Nature Neuroscience, 1-12, 2024 | 4 | 2024 |