From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure | Paper Citation Record

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This paper cites A massive 7t fmri dataset to bridge cognitive neuroscience and artificial intelligence.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure A massive 7t fmri dataset to bridge cognitive neuroscience and artificial intelligence

Reference 1

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This paper cites From voxels to pixels and back: Self-supervision in natural-image reconstruction from fmri.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure From voxels to pixels and back: Self-supervision in natural-image reconstruction from fmri

Reference 2

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This paper cites Unsupervised learning of visual features by contrasting cluster assignments.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Unsupervised learning of visual features by contrasting cluster assignments

Reference 3

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This paper cites Seeing beyond the brain: Conditional dif- fusion model with sparse masked modeling for vision decod- ing.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Seeing beyond the brain: Conditional dif- fusion model with sparse masked modeling for vision decod- ing

Reference 4

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This paper cites Cinematic mindscapes: High-quality video reconstruction from brain activity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Cinematic mindscapes: High-quality video reconstruction from brain activity

Reference 5

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This paper cites Sss: Signature-sequence-statistical model for exploring the impact of prenatal depression on newborns’ brain using fnirs.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Sss: Signature-sequence-statistical model for exploring the impact of prenatal depression on newborns’ brain using fnirs

Reference 6

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This paper cites brain reading.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure brain reading

Reference 7

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This paper cites Diffusion models beat gans on image synthesis.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Diffusion models beat gans on image synthesis

Reference 8

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This paper cites Decoding visual neural representations by multimodal learn- ing of brain-visual-linguistic features.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Decoding visual neural representations by multimodal learn- ing of brain-visual-linguistic features

Reference 9

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This paper cites Freesurfer.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Freesurfer

Reference 10

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This paper cites Cortical surface-based analysis: Ii: inflation, flattening, and a surface- based coordinate system.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Cortical surface-based analysis: Ii: inflation, flattening, and a surface- based coordinate system

Reference 11

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This paper cites Structure–function coupling in macroscale human brain networks.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Structure–function coupling in macroscale human brain networks

Reference 12

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This paper cites Decoding natural image stimuli from fmri data with a surface-based convolutional network.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Decoding natural image stimuli from fmri data with a surface-based convolutional network

Reference 13

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This paper cites Denoising dif- fusion probabilistic models.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Denoising dif- fusion probabilistic models

Reference 14

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This paper cites Generic de- coding of seen and imagined objects using hierarchical vi- sual features.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Generic de- coding of seen and imagined objects using hierarchical vi- sual features

Reference 15

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This paper cites Neuropictor: Refining fmri-to-image reconstruction via multi-individual pretrain- ing and multi-level modulation.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Neuropictor: Refining fmri-to-image reconstruction via multi-individual pretrain- ing and multi-level modulation

Reference 16

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This paper cites Spherical CNNs on Unstructured Grids.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Spherical CNNs on Unstructured Grids

Reference 17

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This paper cites Decoding the visual and subjective contents of the human brain.Nature neuroscience, 8(5):679–685, 2005.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Decoding the visual and subjective contents of the human brain.Nature neuroscience, 8(5):679–685, 2005

Reference 18

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This paper cites Cortical response to nat- uralistic stimuli is largely predictable with deep neural net- works.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Cortical response to nat- uralistic stimuli is largely predictable with deep neural net- works

Reference 19

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This paper cites Imagenet classification with deep convolutional neural net- works.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Imagenet classification with deep convolutional neural net- works

Reference 20

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This paper cites Microsoft coco: Common objects in context.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Microsoft coco: Common objects in context

Reference 21

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This paper cites Eeg2video: Towards decoding dynamic visual perception from eeg signals.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Eeg2video: Towards decoding dynamic visual perception from eeg signals

Reference 22

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This paper cites Representation Learning with Contrastive Predictive Coding.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Representation Learning with Contrastive Predictive Coding

Reference 23

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This paper cites Natural scene recon- struction from fmri signals using generative latent diffusion.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Natural scene recon- struction from fmri signals using generative latent diffusion

Reference 24

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This paper cites Reconstruction of perceived images from fmri patterns and semantic brain exploration us- ing instance-conditioned gans.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Reconstruction of perceived images from fmri patterns and semantic brain exploration us- ing instance-conditioned gans

Reference 25

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This paper cites Geometric constraints on human brain func- tion.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Geometric constraints on human brain func- tion

Reference 26

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This paper cites Joint fMRI Decoding and Encoding with Latent Embedding Alignment.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Joint fMRI Decoding and Encoding with Latent Embedding Alignment

Reference 27

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This paper cites A closer look at gan priors: Exploit- ing intermediate features for enhanced model inversion at- tacks.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure A closer look at gan priors: Exploit- ing intermediate features for enhanced model inversion at- tacks

Reference 28

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This paper cites Psychometry: An omnifit model for image re- construction from human brain activity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Psychometry: An omnifit model for image re- construction from human brain activity

Reference 29

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This paper cites Learning transferable visual models from natural language supervi- sion.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Learning transferable visual models from natural language supervi- sion

Reference 30

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This paper cites High-resolution image synthesis with latent diffusion models.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure High-resolution image synthesis with latent diffusion models

Reference 31

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This paper cites Re- constructing the mind’s eye: fmri-to-image with contrastive learning and diffusion priors.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Re- constructing the mind’s eye: fmri-to-image with contrastive learning and diffusion priors

Reference 32

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This paper cites Generative adver- sarial networks for reconstructing natural images from brain activity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Generative adver- sarial networks for reconstructing natural images from brain activity

Reference 33

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Observation 61bfa1cb-dbf0-4b60-ae4f-ae02b4a8ca69 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Grad-cam: Visual explanations from deep networks via gradient-based localization

Reference 34

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This paper cites Deep image reconstruction from human brain activity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Deep image reconstruction from human brain activity

Reference 35

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This paper cites Neuro-vision to language: Enhancing brain recording-based visual reconstruction and language interaction.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Neuro-vision to language: Enhancing brain recording-based visual reconstruction and language interaction

Reference 36

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This paper cites Neuro-vision to language: Enhancing brain recording-based visual reconstruction and language interaction.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Neuro-vision to language: Enhancing brain recording-based visual reconstruction and language interaction

Reference 37

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This paper cites Contrast, attend and diffuse to decode high-resolution images from brain ac- tivities.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Contrast, attend and diffuse to decode high-resolution images from brain ac- tivities

Reference 38

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Observation e627f676-096a-46c8-85f1-5f55b264cb4b · outbound

This paper cites Rethinking the inception archi- tecture for computer vision.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Rethinking the inception archi- tecture for computer vision

Reference 39

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Observation f4ed3e2a-963c-41a8-a711-8ac815e16ece · outbound

This paper cites High-resolution image re- construction with latent diffusion models from human brain activity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure High-resolution image re- construction with latent diffusion models from human brain activity

Reference 40

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Observation 334fe93e-b27b-4901-8664-ae69b795541d · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 41

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Observation 645e46bd-649a-4dff-a12d-643d7bfb56c8 · outbound

This paper cites Attention is all you need.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Attention is all you need

Reference 42

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Observation 32ed48d4-31d8-4b42-9e72-d19268e8ddb4 · outbound

This paper cites Mindbridge: A cross-subject brain decoding frame- work.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Mindbridge: A cross-subject brain decoding frame- work

Reference 43

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Observation 5f74a7b4-38f4-4725-961f-dd6bec221e18 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Image quality assessment: from error visibility to structural similarity

Reference 44

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From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Dream: Visual decoding from reversing human vi- sual system

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:16:53.846884Z

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Observation d2551661-f6c3-4dcc-9c4f-34301cf4d0bd · outbound

This paper cites Umbrae: Unified multimodal brain decoding.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Umbrae: Unified multimodal brain decoding

Reference 46

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Observation 308d7fda-3322-41aa-8898-ea1edecb3861 · outbound

This paper cites Versatile diffusion: Text, images and variations all in one diffusion model.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Versatile diffusion: Text, images and variations all in one diffusion model

Reference 47

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Observation ab1f2ebd-daec-4f04-be94-802b706f391a · outbound

This paper cites Calor: Towards comprehensive model inversion defense.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Calor: Towards comprehensive model inversion defense

Reference 48

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This paper cites Icas: Detecting training data from autoregressive image gen- erative models.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Icas: Detecting training data from autoregressive image gen- erative models

Reference 49

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Observation 9a197236-71c4-4d07-bb25-ff55b9efe6f9 · outbound

This paper cites Attention-based-features-fusion emotion-guided fnirs classification network for prenatal de- pression recognition.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Attention-based-features-fusion emotion-guided fnirs classification network for prenatal de- pression recognition

Reference 50

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Observation a03f29fd-9741-48ec-9970-9ae06da43b85 · outbound

This paper cites Spherical u-net on cortical surfaces: meth- ods and applications.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Spherical u-net on cortical surfaces: meth- ods and applications

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:16:53.770068Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f38f153-913b-444f-9b4d-0b556f435aa1 · outbound

This paper cites Stealthy shield defense: A con- ditional mutual information-based approach against black- box model inversion attacks.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Stealthy shield defense: A con- ditional mutual information-based approach against black- box model inversion attacks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:16:53.729751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 47cdfc20-e888-4356-a2e6-42b2ce793b30 · outbound

This paper cites Then, we independently apply zero-score normalization for each voxel within the train data of a subject.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure Then, we independently apply zero-score normalization for each voxel within the train data of a subject

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:16:53.712373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f82b258-99d7-41db-9996-e5f6f48f07cc · outbound

This paper cites 1, 3, 6, 12.

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure 1, 3, 6, 12

Reference 866

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:16:53.750722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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