publications

2025

1. ArXiv

   

   Transformer Dynamics: A neuroscientific approach to interpretability of large language models

   Jesseba Fernando, and Grigori Guitchounts

   2025

   URL Bib

   @article{2025-fernando,
     title = {Transformer Dynamics: A neuroscientific approach to interpretability of large language models},
     author = {Fernando, Jesseba and Guitchounts, Grigori},
     year = {2025},
     publisher = {ArXiv},
     url = {https://doi.org/10.48550/arXiv.2502.12131},
   }

2024

1. Nature

   Cortical reactivations predict future sensory responses

   Nghia D Nguyen, Andrew Lutas, Oren Amsalem, Jesseba Fernando, Andy Young-Eon Ahn, Richard Hakim, and 5 more authors

   Nature, 2024

   URL Bib

   @article{2024-nguyen,
     title = {Cortical reactivations predict future sensory responses},
     author = {Nguyen, Nghia D and Lutas, Andrew and Amsalem, Oren and Fernando, Jesseba and Ahn, Andy Young-Eon and Hakim, Richard and Vergara, Josselyn and McMahon, Justin and Dimidschstein, Jordane and Sabatini, Bernardo L and Andermann, Mark L},
     journal = {Nature},
     volume = {625},
     number = {7993},
     pages = {110--118},
     year = {2024},
     publisher = {Nature Publishing Group UK},
     url = {https://www.nature.com/articles/s41586-023-06810-1}
   }

2. MIDL

   Beyond Structured Attributes: Image-Based Predictive Trends for Chest X-Ray Classification

   Jesseba Fernando, Katharina V Hoebel, and William Lotter

   Medical Imaging with Deep Learning, 2024

   URL Bib

   @article{2024-fernando,
     title = {Beyond Structured Attributes: Image-Based Predictive Trends for Chest X-Ray Classification},
     author = {Fernando, Jesseba and Hoebel, Katharina V and Lotter, William},
     journal = {Medical Imaging with Deep Learning},
     year = {2024},
     publisher = {MIDL},
     url = {https://proceedings.mlr.press/v250/hoebel24a.html}
   }

2023

1. Neuron

   Brainstem serotonin neurons selectively gate retinal information flow to thalamus

   Jasmine DS Reggiani, Qiufen Jiang, Melanie Barbini, Andrew Lutas, Liang Liang, Jesseba Fernando, and 5 more authors

   Neuron, 2023

   URL Bib

   @article{2023-reggiani,
     title = {Brainstem serotonin neurons selectively gate retinal information flow to thalamus},
     author = {Reggiani, Jasmine DS and Jiang, Qiufen and Barbini, Melanie and Lutas, Andrew and Liang, Liang and Fernando, Jesseba and Deng, Fei and Wan, Jinxia and Li, Yulong and Chen, Chinfei and Andermann, Mark L},
     journal = {Neuron},
     volume = {111},
     number = {5},
     pages = {711--726.e11},
     year = {2023},
     publisher = {Elsevier},
     url = {https://www.cell.com/neuron/fulltext/S0896-6273(22)01079-0}
   }

2022

1. Current Biology

   Visual association cortex links cues with conjunctions of reward and locomotor contexts

   Kelly L McGuire, Oren Amsalem, Arthur U Sugden, Rohan N Ramesh, Jesseba Fernando, Christian R Burgess, and 1 more author

   Current Biology, 2022

   URL Bib

   @article{2022-mcguire,
     title = {Visual association cortex links cues with conjunctions of reward and locomotor contexts},
     author = {McGuire, Kelly L and Amsalem, Oren and Sugden, Arthur U and Ramesh, Rohan N and Fernando, Jesseba and Burgess, Christian R and Andermann, Mark L},
     journal = {Current Biology},
     volume = {32},
     number = {7},
     pages = {1563--1576.e8},
     year = {2022},
     publisher = {Elsevier},
     url = {https://www.cell.com/current-biology/fulltext/S0960-9822(22)00250-0}
   }