Xue-Xin Wei

According to our database1, Xue-Xin Wei authored at least 16 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Emergent neural dynamics and geometry for generalization in a transitive inference task.
PLoS Comput. Biol., 2024

Cognitive maps from predictive vision.
Nat. Mac. Intell., 2024

An Investigation of Conformal Isometry Hypothesis for Grid Cells.
CoRR, 2024

DVL-CC: A Novel Dual-View Learning Framework for Compound Cocrystal Prediction Boosted by View Consistency and Complementarity.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023
Conformal Normalization in Recurrent Neural Network of Grid Cells.
CoRR, 2023

CProMG: controllable protein-oriented molecule generation with desired binding affinity and drug-like properties.
Bioinform., 2023

2022
Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells.
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

2021
On Path Integration of Grid Cells: Group Representation and Isotropic Scaling.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Understanding multivariate brain activity: Evaluating the effect of voxelwise noise correlations on population codes in functional magnetic resonance imaging.
PLoS Comput. Biol., 2020

Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

2018
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization.
Proceedings of the 6th International Conference on Learning Representations, 2018

2016
Mutual Information, Fisher Information, and Efficient Coding.
Neural Comput., 2016

Efficient Neural Codes under Metabolic Constraints.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2012
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Bayesian Inference with Efficient Neural Population Codes.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012


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