Publications
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Empirical
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2026
Boosting hyperalignment performance with age-specific templates
000 hyperalignment brain-templates functional-connectivity development individual-differences hyperalignment brain-templates functional-connectivity development feilong feilong false empirical Feilong Ma Boosting hyperalignment performance with age-specific templates eLife 2026 Hyperalignment Brain templates Functional connectivity Development Individual differences2026
Hyperface: a naturalistic fMRI dataset for investigating human face processing
001 naturalistic face-perception open-datasets artificial-intelligence naturalistic face-perception open-datasets feilong false data Feilong Ma Hyperface: a naturalistic fMRI dataset for investigating human face processing bioRxiv 2026 Naturalistic stimuli Face perception Open datasets Artificial intelligence2026
Hyperalignment Reveals Shared Information in Idiosyncratic Fine-Grained Movie fMRI Patterns in Macaques
002 hyperalignment monkey-fmri naturalistic individual-differences mvpa hyperalignment monkey-fmri naturalistic feilong feilong false empirical Feilong Ma Hyperalignment Reveals Shared Information in Idiosyncratic Fine-Grained Movie fMRI Patterns in Macaques bioRxiv 2026 Hyperalignment Monkey fMRI Naturalistic stimuli Individual differences MVPA/decoding2025
Advancing neural decoding with deep learning
003 artificial-intelligence mvpa hyperalignment artificial-intelligence mvpa hyperalignment feilong feilong true review Feilong Ma Advancing neural decoding with deep learning Nature Computational Science 2025 Artificial intelligence MVPA/decoding Hyperalignment2025
Beyond Increasing Sample Sizes: Optimizing Effect Sizes in Neuroimaging Research on Individual Differences
004 individual-differences hyperalignment individual-differences feilong true review Feilong Ma Beyond Increasing Sample Sizes: Optimizing Effect Sizes in Neuroimaging Research on Individual Differences Journal of Cognitive Neuroscience 2025 Individual differences Hyperalignment2025
Action features dominate cortical representation during natural vision
005 encoding-models hyperalignment naturalistic encoding-models hyperalignment naturalistic feilong false empirical Feilong Ma Action features dominate cortical representation during natural vision bioRxiv 2025 Encoding models Hyperalignment Naturalistic stimuli2024
A cortical surface template for human neuroscience
006 brain-templates open-datasets hyperalignment mvpa representational-geometry functional-connectivity naturalistic individual-differences brain-templates open-datasets feilong feilong false empirical data Feilong Ma A cortical surface template for human neuroscience Nature Methods 2024 Brain templates Open datasets Hyperalignment MVPA/decoding Representational geometry Functional connectivity Naturalistic stimuli Individual differences2024
Dissociation of Reliability, Heritability, and Predictivity in Coarse- and Fine-Scale Functional Connectomes during Development
007 individual-differences functional-connectivity development mvpa hyperalignment individual-differences functional-connectivity development feilong feilong false empirical Feilong Ma Dissociation of Reliability, Heritability, and Predictivity in Coarse- and Fine-Scale Functional Connectomes during Development The Journal of Neuroscience 2024 Individual differences Functional connectivity Development MVPA/decoding Hyperalignment2023
Cross-movie prediction of individualized functional topography
008 hyperalignment face-perception naturalistic functional-connectivity individual-differences hyperalignment face-perception naturalistic functional-connectivity feilong false empirical Feilong Ma Cross-movie prediction of individualized functional topography eLife 2023 Hyperalignment Face perception Naturalistic stimuli Functional connectivity Individual differences2023
The individualized neural tuning model: Precise and generalizable cartography of functional architecture in individual brains
009 individual-differences hyperalignment naturalistic mvpa individual-differences hyperalignment naturalistic feilong feilong false empirical Feilong Ma The individualized neural tuning model: Precise and generalizable cartography of functional architecture in individual brains Imaging Neuroscience 2023 Individual differences Hyperalignment Naturalistic stimuli MVPA/decoding2023
Modeling naturalistic face processing in humans with deep convolutional neural networks
010 artificial-intelligence face-perception naturalistic hyperalignment representational-geometry mvpa artificial-intelligence face-perception naturalistic feilong feilong false empirical Feilong Ma Modeling naturalistic face processing in humans with deep convolutional neural networks Proceedings of the National Academy of Sciences 2023 Artificial intelligence Face perception Naturalistic stimuli Hyperalignment Representational geometry MVPA/decoding2023
Hyper-HMM: aligning human brains and semantic features in a common latent event space
011 hyperalignment naturalistic artificial-intelligence mvpa hyperalignment naturalistic artificial-intelligence feilong false empirical Feilong Ma Hyper-HMM: aligning human brains and semantic features in a common latent event space Advances in Neural Information Processing Systems 2023 Hyperalignment Naturalistic stimuli Artificial intelligence MVPA/decoding2021
The neural basis of intelligence in fine-grained cortical topographies
012 individual-differences hyperalignment functional-connectivity mvpa individual-differences hyperalignment functional-connectivity feilong feilong false empirical Feilong Ma The neural basis of intelligence in fine-grained cortical topographies eLife 2021 Individual differences Hyperalignment Functional connectivity MVPA/decoding2021
Neurocognitive mechanisms of poor social connection in posttraumatic stress disorder: Evidence for abnormalities in social working memory
013 feilong false empirical Feilong Ma Neurocognitive mechanisms of poor social connection in posttraumatic stress disorder: Evidence for abnormalities in social working memory Depression and Anxiety 20212021
Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity
014 hyperalignment functional-connectivity naturalistic mvpa hyperalignment feilong false empirical Feilong Ma Hybrid hyperalignment: A single high-dimensional model of shared information embedded in cortical patterns of response and functional connectivity NeuroImage 2021 Hyperalignment Functional connectivity Naturalistic stimuli MVPA/decoding2020
Hyperalignment: Modeling shared information encoded in idiosyncratic cortical topographies
015 hyperalignment individual-differences representational-geometry functional-connectivity encoding-models mvpa naturalistic hyperalignment feilong true review Feilong Ma Hyperalignment: Modeling shared information encoded in idiosyncratic cortical topographies eLife 2020 Hyperalignment Individual differences Representational geometry Functional connectivity Encoding models MVPA/decoding Naturalistic stimuli2020
Predicting individual face-selective topography using naturalistic stimuli
016 hyperalignment face-perception naturalistic individual-differences hyperalignment face-perception naturalistic feilong false empirical Feilong Ma Predicting individual face-selective topography using naturalistic stimuli NeuroImage 2020 Hyperalignment Face perception Naturalistic stimuli Individual differences2018
Modeling Semantic Encoding in a Common Neural Representational Space
017 encoding-models hyperalignment naturalistic representational-geometry encoding-models hyperalignment naturalistic feilong false empirical Feilong Ma Modeling Semantic Encoding in a Common Neural Representational Space Frontiers in Neuroscience 2018 Encoding models Hyperalignment Naturalistic stimuli Representational geometry2018
A computational model of shared fine-scale structure in the human connectome
018 hyperalignment functional-connectivity mvpa naturalistic representational-geometry hyperalignment functional-connectivity mvpa feilong false empirical Feilong Ma A computational model of shared fine-scale structure in the human connectome PLOS Computational Biology 2018 Hyperalignment Functional connectivity MVPA/decoding Naturalistic stimuli Representational geometry2018
Reliable individual differences in fine-grained cortical functional architecture
019 individual-differences hyperalignment naturalistic functional-connectivity representational-geometry mvpa individual-differences hyperalignment naturalistic feilong feilong false empirical Feilong Ma Reliable individual differences in fine-grained cortical functional architecture NeuroImage 2018 Individual differences Hyperalignment Naturalistic stimuli Functional connectivity Representational geometry MVPA/decoding2014
The Gray Matter Volume of the Amygdala Is Correlated with the Perception of Melodic Intervals: A Voxel-Based Morphometry Study
020 morphometry individual-differences morphometry individual-differences feilong false empirical Feilong Ma The Gray Matter Volume of the Amygdala Is Correlated with the Perception of Melodic Intervals: A Voxel-Based Morphometry Study PLoS ONE 2014 Morphometry Individual differencesNo matching items