Publications

2024

1. PLOS CB

   Dynamic predictive coding: A model of hierarchical sequence learning and prediction in the neocortex

   Jiang, Linxing Preston, and Rao, Rajesh P. N.

   PLOS Computational Biology 2024

   Bib HTML

   @article{jiang2024dpc,
     abbr = {PLOS CB},
     bibtex_show = {true},
     selected = {true},
     doi = {10.1371/journal.pcbi.1011801},
     author = {Jiang, Linxing Preston and Rao, Rajesh P. N.},
     journal = {PLOS Computational Biology},
     publisher = {Public Library of Science},
     title = {Dynamic predictive coding: A model of hierarchical sequence learning and prediction in the neocortex},
     year = {2024},
     month = feb,
     volume = {20},
     html = {https://doi.org/10.1371/journal.pcbi.1011801},
     pages = {1-30}
   }

2023

1. NeurIPS

   Expressive probabilistic sampling in recurrent neural networks

   Chen, Shirui, Jiang, Linxing Preston, Rao, Rajesh P. N., and Shea-Brown, Eric

   In Advances in Neural Information Processing Systems 2023

   Bib HTML

   @inproceedings{chen2023rnn,
     abbr = {NeurIPS},
     bibtex_show = {true},
     title = {Expressive probabilistic sampling in recurrent neural networks},
     booktitle = {Advances in Neural Information Processing Systems},
     author = {Chen, Shirui and Jiang, Linxing Preston and Rao, Rajesh P. N. and Shea-Brown, Eric},
     year = {2023},
     selected = {true},
     html = {https://openreview.net/forum?id=ch1buUOGa3&referrer=%5Bthe%20profile%20of%20Linxing%20Preston%20Jiang%5D(%2Fprofile%3Fid%3D~Linxing_Preston_Jiang1)}
   }

2. CogSci Best paper award

   Dynamic Predictive Coding Explains Both Prediction and Postdiction in Visual Motion Perception

   Jiang, Linxing Preston, and Rao, Rajesh P. N.

   In Proceedings of the 45th Annual Conference of the Cognitive Science Society 2023

   Bib PDF

   @inproceedings{jiang2023postdiction,
     abbr = {CogSci},
     bibtex_show = {true},
     title = {Dynamic Predictive Coding Explains Both Prediction and Postdiction in Visual Motion Perception},
     booktitle = {Proceedings of the 45th Annual Conference of the Cognitive Science Society},
     author = {Jiang, Linxing Preston and Rao, Rajesh P. N.},
     year = {2023},
     selected = {true},
     award = {Best paper award},
     pdf = {dynamicpredictive_with_cite.pdf}
   }

3. JNE

   Neural Co-Processors for Restoring Brain Function: Results from a Cortical Model of Grasping

   Bryan, Matthew, Jiang, Linxing Preston, and Rao, Rajesh P. N.

   Journal of Neural Engineering 2023

   Bib HTML

   @article{bryan2023ncp,
     abbr = {JNE},
     bibtex_show = {true},
     selected = {false},
     title = {Neural Co-Processors for Restoring Brain Function: Results from a Cortical Model of Grasping},
     author = {Bryan, Matthew and Jiang, Linxing Preston and Rao, Rajesh P. N.},
     journal = {Journal of Neural Engineering},
     year = {2023},
     html = {https://iopscience.iop.org/article/10.1088/1741-2552/accaa9}
   }

2022

1. ORE Neuro

   Predictive Coding Theories of Cortical Function

   Jiang, Linxing Preston, and Rao, Rajesh P. N.

   Oxford Research Encyclopedia of Neuroscience 2022

   Bib HTML

   @article{jiang2022review,
     abbr = {ORE Neuro},
     bibtex_show = {true},
     selected = {false},
     title = {Predictive Coding Theories of Cortical Function},
     author = {Jiang, Linxing Preston and Rao, Rajesh P. N.},
     journal = {Oxford Research Encyclopedia of Neuroscience},
     year = {2022},
     publisher = {Oxford University Press},
     html = {https://oxfordre.com/neuroscience/display/10.1093/acrefore/9780190264086.001.0001/acrefore-9780190264086-e-328}
   }

2. CVPR Workshop Best Poster Award

   Learning Hierarchical Temporal Representations via Dynamic Predictive Coding

   Jiang, Linxing Preston, and Rao, Rajesh P. N.

   IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) NeuroVision Workshop 2022

   HTML

2021

1. Cosyne

   Dynamic Predictive Coding with Hypernetworks

   Jiang, Linxing Preston, Gklezakos, Dimitrios C, and Rao, Rajesh P. N.

   In Computational and Systems Neuroscience 2021

   Bib HTML

   @inproceedings{jiang2021cosyne,
     abbr = {Cosyne},
     bibtex_show = {true},
     title = {Dynamic Predictive Coding with Hypernetworks},
     booktitle = {Computational and Systems Neuroscience},
     author = {Jiang, Linxing Preston and Gklezakos, Dimitrios C and Rao, Rajesh P. N.},
     year = {2021},
     html = {https://www.biorxiv.org/content/10.1101/2021.02.22.432194v2.abstract}
   }

2. arXiv

   Improved Training of Sparse Coding Variational Autoencoder via Weight Normalization

   Jiang, Linxing Preston, and Iglesia, Luciano

   arXiv preprint arXiv:2101.09453 2021

   Bib HTML

   @article{jiang2021improved,
     abbr = {arXiv},
     bibtex_show = {true},
     title = {Improved Training of Sparse Coding Variational Autoencoder via Weight Normalization},
     author = {Jiang, Linxing Preston and de la Iglesia, Luciano},
     journal = {arXiv preprint arXiv:2101.09453},
     year = {2021},
     html = {https://arxiv.org/abs/2101.09453}
   }

2020

1. IEEE EMBC Oral

   Unsupervised Sleep and Wake State Identification in Long-Term Electrocorticography Recordings

   Sun, Samantha, Jiang, Linxing Preston, Peterson, Steven M, Herron, Jeffrey, Weaver, Kurt, Ko, Andrew, Ojemann, Jeffrey, and Rao, Rajesh P. N.

   In 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2020

   Bib PDF

   @inproceedings{sun2020unsupervised,
     abbr = {IEEE EMBC},
     bibtex_show = {true},
     title = {Unsupervised Sleep and Wake State Identification in Long-Term Electrocorticography Recordings},
     author = {Sun, Samantha and Jiang, Linxing Preston and Peterson, Steven M and Herron, Jeffrey and Weaver, Kurt and Ko, Andrew and Ojemann, Jeffrey and Rao, Rajesh P. N.},
     booktitle = {2020 42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
     pages = {629--632},
     year = {2020},
     organization = {IEEE},
     pdf = {unsupervised_ecog_sleep_wake.pdf},
     award = {Oral}
   }

2019

1. CogSci Oral

   Comparing Alternative Computational Models of the Stroop Task Using Effective Connectivity Analysis of fMRI Data

   Ketola, Micah, Jiang, Linxing Preston, and Stocco, Andrea

   In Proceedings of the 41st Annual Conference of the Cognitive Science Society 2019

   Bib PDF

   @inproceedings{ketola2019comparing,
     abbr = {CogSci},
     bibtex_show = {true},
     title = {Comparing Alternative Computational Models of the Stroop Task Using Effective Connectivity Analysis of fMRI Data},
     booktitle = {Proceedings of the 41st Annual Conference of the Cognitive Science Society},
     pages = {553--559},
     author = {Ketola, Micah and Jiang, Linxing Preston and Stocco, Andrea},
     year = {2019},
     pdf = {act_r_verification.pdf},
     award = {Oral}
   }

2. SciRep

   BrainNet: a multi-person brain-to-brain interface for direct collaboration between brains

   Jiang, Linxing Preston, Stocco, Andrea, Losey, Darby M, Abernethy, Justin A, Prat, Chantel S, and Rao, Rajesh P. N.

   Scientific reports 2019

   Bib HTML

   @article{jiang2019brainnet,
     abbr = {SciRep},
     bibtex_show = {true},
     title = {BrainNet: a multi-person brain-to-brain interface for direct collaboration between brains},
     author = {Jiang, Linxing Preston and Stocco, Andrea and Losey, Darby M and Abernethy, Justin A and Prat, Chantel S and Rao, Rajesh P. N.},
     journal = {Scientific reports},
     volume = {9},
     number = {1},
     pages = {1--11},
     year = {2019},
     publisher = {Nature Publishing Group},
     html = {https://www.nature.com/articles/s41598-019-41895-7}
   }