# Publications

## 2025
- **M Feilong**, Y Zhang. *Advancing neural decoding with deep learning: Computational neuroscience*. **Nature Computational Science**, 1–2, 2025. doi: https://doi.org/10.1038/s43588-025-00837-2
- Y Zhang, MI Gobbini, JV Haxby, **M Feilong**. *Boosting Hyperalignment Performance with Age-specific Templates*. **bioRxiv**, 2025.02.19.639148. doi: https://doi.org/10.1101/2025.02.19.639148
- H Jung, X Han, **M Feilong**, J Han, D Shokeen, CV Uden, I Hanson, ... *Action features dominate cortical representation during natural vision*. **bioRxiv**, 2025.01.30.635800. doi: https://doi.org/10.1101/2025.01.30.635800

## 2024
- **M Feilong**, G Jiahui, MI Gobbini, JV Haxby. *A cortical surface template for human neuroscience*. **Nature Methods** 21 (9), 1736–1742. doi: https://doi.org/10.1038/s41592-024-02346-y 
- EL Busch, KM Rapuano, KM Anderson, MD Rosenberg, R Watts, ... *Dissociation of reliability, heritability, and predictivity in coarse-and fine-scale functional connectomes during development*. **Journal of Neuroscience** 44 (6). doi: https://doi.org/10.1523/JNEUROSCI.0735-23.2023

## 2023
- G Jiahui, **M Feilong**, M Visconti di Oleggio Castello, SA Nastase, ... *Modeling naturalistic face processing in humans with deep convolutional neural networks*. **PNAS** 120 (43), e2304085120. doi: https://doi.org/10.1073/pnas.2304085120
- **M Feilong**, SA Nastase, G Jiahui, YO Halchenko, MI Gobbini, JV Haxby. *The individualized neural tuning model: Precise and generalizable cartography of functional architecture in individual brains*. **Imaging Neuroscience** 1, 1–34. doi: https://doi.org/10.1162/imag_a_00032
- C Lee, J Han, **M Feilong**, G Jiahui, J Haxby, C Baldassano. *Hyper-HMM: aligning human brains and semantic features in a common latent event space*. **NeurIPS** 36, 27005–27019. doi: https://doi.org/10.7554/eLife.86037
- G Jiahui, **M Feilong**, SA Nastase, JV Haxby, MI Gobbini. *Cross-movie prediction of individualized functional topography*. **eLife** 12, e86037. doi: https://doi.org/10.7554/eLife.86037


## 2021
- **M Feilong**, JS Guntupalli, JV Haxby. *The neural basis of intelligence in fine-grained cortical topographies*. **eLife** 10, e64058. doi: https://doi.org/10.7554/eLife.64058
- EL Busch, L Slipski, **M Feilong**, JS Guntupalli, MV di Oleggio Castello, ... *Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity*. **NeuroImage** 233, 117975. doi: https://doi.org/10.1016/j.neuroimage.2021.117975
- LM Sippel, PE Holtzheimer, JF Huckins, E Collier, **M Feilong**, T Wheatley, ... *Neurocognitive mechanisms of poor social connection in posttraumatic stress disorder: Evidence for abnormalities in social working memory*. **Depression and Anxiety** 38 (6), 615–625. doi: https://doi.org/10.1002/da.23139

## 2020
- JV Haxby, JS Guntupalli, SA Nastase, **M Feilong**. *Hyperalignment: Modeling shared information encoded in idiosyncratic cortical topographies*. **eLife** 9, e56601. doi: https://doi.org/10.7554/eLife.56601
- G Jiahui, **M Feilong**, MV di Oleggio Castello, JS Guntupalli, V Chauhan, ... *Predicting individual face-selective topography using naturalistic stimuli*. **NeuroImage** 216, 116458. doi: https://doi.org/10.1016/j.neuroimage.2019.116458


## 2018
- JS Guntupalli, **M Feilong**, JV Haxby. *A computational model of shared fine-scale structure in the human connectome*. **PLOS Computational Biology** 14 (4), e1006120. doi: https://doi.org/10.1371/journal.pcbi.1006120
- **M Feilong**, SA Nastase, JS Guntupalli, JV Haxby. *Reliable individual differences in fine-grained cortical functional architecture*. **NeuroImage** 183, 375–386. doi: https://doi.org/10.1016/j.neuroimage.2018.08.029
- CE Van Uden, SA Nastase, AC Connolly, **M Feilong**, I Hansen, MI Gobbini, ... *Modeling semantic encoding in a common neural representational space*. **Frontiers in Neuroscience** 12, 437. doi: https://doi.org/10.3389/fnins.2018.00437 


## 2014
- X Li, AD Beuckelaer, J Guo, F Ma, M Xu, J Liu. *The gray matter volume of the amygdala is correlated with the perception of melodic intervals: a voxel-based morphometry study*. **PLOS ONE** 9 (6), e99889. doi: https://doi.org/10.1371/journal.pone.0099889