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Paper Citation Record · LEDGER

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery

As of 10 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 1 inbound Pith citation observation for arXiv:2506.06898.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06898 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:50:46.571465Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:38:59.957303Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

76 of 76 outbound references displayed

  • verified exact1
  • verified fuzzy58
  • unresolved16
  • parse uncertain1
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External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a12c3faf-e0df-44b2-9791-952124043b96 · outbound

This paper cites Shared representations for working memory and mental imagery in early visual cortex.Current Biology, 23(15):1427–1431, 2013.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Shared representations for working memory and mental imagery in early visual cortex.Current Biology, 23(15):1427–1431, 2013

Reference 1

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Observation 64ccd907-5116-492c-a6f9-e6c3d94a979d · outbound

This paper cites Allen, Ghislain St-Yves, Yihan Wu, Jesse L.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Allen, Ghislain St-Yves, Yihan Wu, Jesse L

Reference 2

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Observation db731803-bc9b-451e-8a84-18fc1dfa9d86 · outbound

This paper cites Breedlove, Ghislain St-Yves, Cheryl A.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Breedlove, Ghislain St-Yves, Cheryl A

Reference 3

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Source-reported events for the cited work

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Observation 9221f8ba-e11d-4409-ae3a-3fa21d7efc7f · outbound

This paper cites Unsupervised Learning of Visual Features by Contrasting Cluster Assignments.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Reference 4

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Source-reported events for the cited work

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Observation 9859555e-1ef7-48b4-a94d-205983a25e11 · outbound

This paper cites Seeing beyond the brain: Conditional diffu- sion model with sparse masked modeling for vision decoding.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Seeing beyond the brain: Conditional diffu- sion model with sparse masked modeling for vision decoding

Reference 5

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Observation 45bee0f1-0c44-4dab-a5d9-99cd01c25422 · outbound

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

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Cinematic mindscapes: High-quality video reconstruction from brain activity

Reference 6

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Source-reported events for the cited work

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Observation 71387fa9-9fb1-42fc-841a-5c015365fcbe · outbound

This paper cites Very deep {vae}s generalize autoregressive models and can outperform them on images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Very deep {vae}s generalize autoregressive models and can outperform them on images

Reference 7

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Source-reported events for the cited work

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Observation 65d0aca7-5fd9-480c-ac7d-9d9d43a6369c · outbound

This paper cites Imagery and perception share cortical representations of con- tent and location.Cerebral cortex, 22(2):372–380, 2012.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Imagery and perception share cortical representations of con- tent and location.Cerebral cortex, 22(2):372–380, 2012

Reference 8

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Source-reported events for the cited work

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Observation 0f9cbb3e-638a-4bd1-9bfe-a48ea8179752 · outbound

This paper cites Uncovering the role of the early visual cortex in visual mental imagery.Vision, 8(2):29, 2024.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Uncovering the role of the early visual cortex in visual mental imagery.Vision, 8(2):29, 2024

Reference 9

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Source-reported events for the cited work

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Observation 824e45bc-0d0f-4376-8467-aa1260d8341e · outbound

This paper cites Differential temporal dynamics during visual imagery and perception.Elife, 7: e33904, 2018.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Differential temporal dynamics during visual imagery and perception.Elife, 7: e33904, 2018

Reference 10

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Source-reported events for the cited work

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Observation 066dc0e5-43f2-44ef-953b-7dd999c227c2 · outbound

This paper cites Spencer, Cather- ine J.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Spencer, Cather- ine J

Reference 11

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Source-reported events for the cited work

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Observation 0a8646d6-3b48-41ee-9619-62a62e228be6 · outbound

This paper cites Spatial perception and memory have distinct activation profiles in human visual cortex.BioRxiv, page 811331, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Spatial perception and memory have distinct activation profiles in human visual cortex.BioRxiv, page 811331, 2019

Reference 12

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Source-reported events for the cited work

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Observation 63c02f88-4780-4f4c-890b-e36ee5ba800e · outbound

This paper cites Brain Captioning: Decoding human brain activity into images and text.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Brain Captioning: Decoding human brain activity into images and text

Reference 13

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Source-reported events for the cited work

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Observation ef2d003b-5392-42fa-b2aa-57a69106ccdb · outbound

This paper cites Through their eyes: multi- subject brain decoding with simple alignment techniques.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Through their eyes: multi- subject brain decoding with simple alignment techniques

Reference 14

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Source-reported events for the cited work

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Observation 2741fc08-4347-4ecd-9011-bdaf3f40216f · outbound

This paper cites Distinct top-down and bottom-up brain connectiv- ity during visual perception and imagery.Scientific reports, 7 (1):5677, 2017.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Distinct top-down and bottom-up brain connectiv- ity during visual perception and imagery.Scientific reports, 7 (1):5677, 2017

Reference 15

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Source-reported events for the cited work

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Observation dafb8db7-3b95-4b74-a38f-563305400d4d · outbound

This paper cites Self- supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.NeuroImage, 254:119121, 2022.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Self- supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.NeuroImage, 254:119121, 2022

Reference 16

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Observation b5e59a42-706f-47b6-bd2a-54d422c00b97 · outbound

This paper cites Giacino and Kathleen Kalmar.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Giacino and Kathleen Kalmar

Reference 17

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Observation 44aa5b67-6a99-4a21-805e-88e5394a2ea0 · outbound

This paper cites Gifford, Radoslaw M.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Gifford, Radoslaw M

Reference 18

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Observation c4d2c39b-52e7-4979-b426-ccde4c2c6ec3 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 19

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Observation e08c4f1f-256c-4cf7-b3d1-3dd96993f47f · outbound

This paper cites Reading Imagined Letter Shapes from the Mind’s Eye Using Real-time 7 Tesla fMRI.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reading Imagined Letter Shapes from the Mind’s Eye Using Real-time 7 Tesla fMRI

Reference 20

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Observation 214c1313-c927-4843-9e1a-486656e8ca10 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 21

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Observation 3d23dffe-0fb5-4929-9aab-10e22a9fa9da · outbound

This paper cites Mental imagery in emotion and emotional disorders.Clinical psychology review, 30(3):349–362, 2010.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery in emotion and emotional disorders.Clinical psychology review, 30(3):349–362, 2010

Reference 22

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Observation 5818bd60-7718-438f-9a4a-4a31ef44b9c4 · outbound

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

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Decoding the visual and subjective contents of the human brain.Nature Neuroscience, 8(5):679–685, 2005

Reference 23

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Observation d99b0755-e813-4d8c-b3a2-b0fd981a6235 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 24

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Observation ed992e86-a664-431f-aca7-1c3ec65c0504 · outbound

This paper cites Reconstructing seen images from human brain activity via guided stochastic search.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reconstructing seen images from human brain activity via guided stochastic search

Reference 25

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Observation 59d66280-542e-4dd7-849c-48f60518314a · outbound

This paper cites Brain-optimized inference improves reconstructions of fMRI brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Brain-optimized inference improves reconstructions of fMRI brain activity

Reference 26

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Source-reported events for the cited work

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Observation f4c2adaf-d828-445c-bc86-840c1e1c5697 · outbound

This paper cites Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity

Reference 27

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Source-reported events for the cited work

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Observation a7773bf2-2833-4b9f-8b38-726a1f05bf0d · outbound

This paper cites Mental image reconstruction from human brain activity: Neu- ral decoding of mental imagery via deep neural network-based bayesian estimation.Neural Networks, 170:349–363, 2024.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental image reconstruction from human brain activity: Neu- ral decoding of mental imagery via deep neural network-based bayesian estimation.Neural Networks, 170:349–363, 2024

Reference 28

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Source-reported events for the cited work

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Observation c84e18fa-a5ba-4309-b9a9-572bdf598b4b · outbound

This paper cites The case for mental imagery.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery The case for mental imagery

Reference 29

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Observation dc4ee56a-6880-4cc8-a7e1-4185a551cf1b · outbound

This paper cites Im- agenet classification with deep convolutional neural networks.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Im- agenet classification with deep convolutional neural networks

Reference 30

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Observation b919d090-de5a-4c97-b6aa-adddaa2e35c4 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation 3a71c5f2-9eef-44de-8813-c9a43095e32d · outbound

This paper cites Disen- tangling visual imagery and perception of real-world objects.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Disen- tangling visual imagery and perception of real-world objects

Reference 32

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source=pdf_text observed=2026-08-07T05:50:42.077932Z digest=sha256:076c7d55a08c734458a27b6efd718b95f0e2e1b81a0645def2d0b534ba4f9fd9

Observation d3052aeb-cc60-4b66-8ac1-cac57fc3d168 · outbound

This paper cites Lawrence Zitnick.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Lawrence Zitnick

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cc646cfe-07f5-41b6-a318-7a165743dbe1 · outbound

This paper cites Dcnn-gan: Recon- structing realistic image from fmri.2019 16th International Conference on Machine Vision Applications (MVA), pages 1–6, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Dcnn-gan: Recon- structing realistic image from fmri.2019 16th International Conference on Machine Vision Applications (MVA), pages 1–6, 2019

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7becdcce-b5b6-4019-a2f3-0161f3b09a52 · outbound

This paper cites UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:42.531576Z digest=sha256:19a592995f72387a78a95e4dda0b206cbc1c577facb94b58b0be404d87fe980e

Observation 8d6416ba-9910-4a88-9a93-6d5b6c8eb7ae · outbound

This paper cites Prenger, Kendrick N.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Prenger, Kendrick N

Reference 36

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 448aa129-2003-459d-8bd0-3f2676a06210 · outbound

This paper cites Olman, Dustin E.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Olman, Dustin E

Reference 37

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:42.759453Z digest=sha256:10d520adc8f012690a5ad3aecb79c90610db7e5414f9ad07257472c810fb9967

Observation f9c7d53c-2964-453c-8dd5-cbe1114a59df · outbound

This paper cites Vu, Thomas Naselaris, Yuval Ben- jamini, Bin Yu, and Jack L.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Vu, Thomas Naselaris, Yuval Ben- jamini, Bin Yu, and Jack L

Reference 38

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:42.876229Z digest=sha256:4658a59dc60168718739e6510a05c834b3c7fbb57e4825a35b32509e41a7dc58

Observation a849d696-0295-4434-a9b0-4b336b7ec035 · outbound

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

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Natural scene recon- struction from fmri signals using generative latent diffusion

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.787524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:42.954891Z digest=sha256:7ccf99bb7cb13483d638d54283ea61dd77b47068e930ab06fe9cdab09407c913

Observation 46114c05-cd83-46dc-9bc6-56fcf49097d1 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:50:52.652606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.023505Z digest=sha256:54fca84a3488ded5b9568b47be7a7dec442389f912c8627c81c19f7566a738e4

Observation 38c84d06-0234-4b3a-859c-a6395449de63 · outbound

This paper cites The human imagination: the cognitive neu- roscience of visual mental imagery.Nature reviews neuro- science, 20(10):624–634, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery The human imagination: the cognitive neu- roscience of visual mental imagery.Nature reviews neuro- science, 20(10):624–634, 2019

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.492404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.099525Z digest=sha256:db6f7ce7b142a162fcafddaa0088dd4c5a3a35b16333bde92df55e423988d20d

Observation 5496b394-85c3-4cba-be38-3c8eaf3cac89 · outbound

This paper cites Mental imagery: functional mecha- nisms and clinical applications.Trends in cognitive sciences, 19(10):590–602, 2015.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery: functional mecha- nisms and clinical applications.Trends in cognitive sciences, 19(10):590–602, 2015

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.365738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.168987Z digest=sha256:6ab74e88b265f5a1e08f3384483b46a6e05762e9b719ec53de03f61ce9881e18

Observation 2ceedbf6-f4f7-4a7a-8d98-9062d706109d · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.211024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.258005Z digest=sha256:ba93d04ac254a1623e51fc9229a8825291e33059d3c650020b7b30c46be076f5

Observation 6e634f5d-9517-425b-a539-e775f26b668e · outbound

This paper cites Improving the accuracy of single-trial fMRI response estimates using GLMsingle.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Improving the accuracy of single-trial fMRI response estimates using GLMsingle

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.120916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.346785Z digest=sha256:260de6e6b21e5b1d1fa0cfd2b730b30d8be80f160d1c12b272c46c824fe63021

Observation bfd7bbf4-078c-43b3-b5d3-f5e981d04a9e · outbound

This paper cites Learning transferable visual models from natural language supervision.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Learning transferable visual models from natural language supervision

Reference 45

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unresolved
no resolver link, observed 2026-08-07T05:50:43.439220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:43.439220Z digest=sha256:b86f85850c44054d642e8d626f838f8ca6796dfc2b5c5176702a6b25d5a92873

Observation df39b099-86d3-4185-8f30-9f52f119c1a2 · outbound

This paper cites Reading the mind’s eye: Decoding category information during mental imagery.NeuroImage, 50(2):818–825, 2010.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reading the mind’s eye: Decoding category information during mental imagery.NeuroImage, 50(2):818–825, 2010

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:51.970682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.509985Z digest=sha256:801ca1016a90f6c3b8731dd51c6e787ef3cd9bf633eb98182b71d5dbdec0cff6

Observation 33248436-1328-4a5a-baeb-ad0fe366c75c · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery High-Resolution Image Synthesis with Latent Diffusion Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:50:43.619048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:43.619048Z digest=sha256:1c3a7ade926cd5a6c8274a911c326c892f0cbb7f22913d363940fb1aac8c5ae7

Observation 0db82315-ad4f-4538-b42d-b548477251ca · outbound

This paper cites Comparison of signal to noise in vision and imagery for qualitatively different kinds of stimuli.Journal of Vision, 23(9):5961, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Comparison of signal to noise in vision and imagery for qualitatively different kinds of stimuli.Journal of Vision, 23(9):5961, 2023

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:51.796540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 3ce4f10b-2df7-4aae-b93d-5ad59397a3ac · outbound

This paper cites Mental imagery: Weak vision or compressed vision? InConference on Cognitive Computational Neuroscience, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery: Weak vision or compressed vision? InConference on Cognitive Computational Neuroscience, 2023

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:51.669147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.784005Z digest=sha256:a70efb2826f638d658d11cf50c5ee1fa771ec0d3f2f5c431c42c8f6e35090321

Observation dacb522c-215c-4ee4-a4d9-71848b846743 · outbound

This paper cites Recon- structing the mind’s eye: fMRI-to-image with contrastive learning and diffusion priors.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Recon- structing the mind’s eye: fMRI-to-image with contrastive learning and diffusion priors

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:51.380103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.866753Z digest=sha256:794adfbf5782b86224d1f869e62cf87f0cdc83d8cc6e1efa22d7a4eb52b054b6

Observation 16be7d3d-d208-4c5b-a861-9aac75079aa7 · outbound

This paper cites Norman, and Tanishq Mathew Abraham.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Norman, and Tanishq Mathew Abraham

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:51.137555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:43.956290Z digest=sha256:96887970b77c56d17382666fe33affc2b1e52a254ea67841ad059fefd6c178c2

Observation 43f299c9-31c6-4ce5-9659-edc523dcd9c1 · outbound

This paper cites Seeliger, U.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Seeliger, U

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.950031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.027606Z digest=sha256:94c1543c3aabd0ddda790ef8b1971df65bded57f457d3053d79747a8d8302588

Observation d38de34b-e379-4b96-83d0-29f8981365a9 · outbound

This paper cites Emmerling, Rick van Hoof, Mar- tin A.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Emmerling, Rick van Hoof, Mar- tin A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.779742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.157137Z digest=sha256:6cce784d8ad0fc238a0d1e10fe28d3f056d5b89d246efaea872d30c65c8ec7f3

Observation c9042f7c-3586-4bdf-a5f1-c0d8a5a818c9 · outbound

This paper cites End-to-End Deep Im- age Reconstruction From Human Brain Activity.Frontiers in Computational Neuroscience, 13, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery End-to-End Deep Im- age Reconstruction From Human Brain Activity.Frontiers in Computational Neuroscience, 13, 2019

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.600378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.269550Z digest=sha256:3821864d589e861cdf5a78cf51e694aa66650f6a9f7a872c4f35a20bebaeddf9

Observation 0d7140b1-b245-49a4-9f68-d9b1d0209d31 · outbound

This paper cites Deep image reconstruction from human brain activity.PLOS Computational Biology, 15(1):e1006633,.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Deep image reconstruction from human brain activity.PLOS Computational Biology, 15(1):e1006633,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.466441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.396245Z digest=sha256:14ba543afde49eedc33f708e2059fe5b754280006318b8713e8887aef1e64f84

Observation 55d63a25-7fce-426b-b9cc-d538a9137400 · outbound

This paper cites Aoki, Kei Majima, Yusuke Muraki, and Yukiyasu Kamitani.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Aoki, Kei Majima, Yusuke Muraki, and Yukiyasu Kamitani

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.135117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.589364Z digest=sha256:04580a911721ae4f6900c7fb6c0160f179b1a59365b80ab268275b2731cb6d6f

Observation 451057bb-b018-4a70-a071-413046eef778 · outbound

This paper cites A perceptually based comparison of image similarity metrics.Perception, 40(11): 1269–1281, 2011.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery A perceptually based comparison of image similarity metrics.Perception, 40(11): 1269–1281, 2011

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.984315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.703629Z digest=sha256:756cc1a4840f3e980db0371339f1f7e2a219a5c5c34ff6cde3d3d7e2431a39eb

Observation 78251c97-9c05-4d3e-a9fd-c007f3754c4f · outbound

This paper cites Generative Adver- sarial Networks Conditioned on Brain Activity Reconstruct Seen Images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Generative Adver- sarial Networks Conditioned on Brain Activity Reconstruct Seen Images

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.809220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.808719Z digest=sha256:a82e78e9528507dd1b25700aa7b8a8c0d67a12837f278b70315a6d6c964fa2d2

Observation 3904a6be-eecd-468e-9e1e-414147ab919d · outbound

This paper cites Allen, Yihan Wu, Kendrick Kay, and Thomas Naselaris.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Allen, Yihan Wu, Kendrick Kay, and Thomas Naselaris

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.635180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:44.946434Z digest=sha256:2fd84a8f43ebf98f95b9215b9ee5b453443b7f9550472a348a3cdb79db635cac

Observation 4fbea6f3-e417-4876-bb82-61c0b5c94bba · outbound

This paper cites Do better models of fmri visual response better predict mental imagery responses? InConference on Cognitive Computational Neuroscience, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Do better models of fmri visual response better predict mental imagery responses? InConference on Cognitive Computational Neuroscience, 2023

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.381243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:45.027813Z digest=sha256:3f28471b035dc7bed882ade36d9966c7f84859b6584bd05e6c3857657cbf94eb

Observation a6341f0e-ee18-42a1-9b51-457a25221692 · outbound

This paper cites Top-Down Activation of Shape-Specific Population Codes in Visual Cortex during Mental Imagery.Journal of Neuroscience, 29(5):1565–1572, 2009.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Top-Down Activation of Shape-Specific Population Codes in Visual Cortex during Mental Imagery.Journal of Neuroscience, 29(5):1565–1572, 2009

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.186445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:45.164110Z digest=sha256:fb506fad2ed2bd37d2992f003f8e31eb66caa140760f6dda52db186c4dbb2494

Observation d532d611-a33d-439e-b659-76f7d7767462 · outbound

This paper cites Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T05:50:45.256162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:45.256162Z digest=sha256:bd34e5876208b7d988e48de0ce3d03fcc4224d88ae10bb581320b2e1fbe68ccb

Observation 503d7241-de06-4329-9706-bf5d00aa401a · outbound

This paper cites Rethinking the Inception Architecture for Computer Vision.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Rethinking the Inception Architecture for Computer Vision

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T05:50:45.334850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:45.334850Z digest=sha256:af9d5c704d4de6e6fe8fe8e25f3e53801e1b61fa509e8eed3f7dfdc24678a20b

Observation 1f15ae8f-3f8d-4f04-8b29-e7b5740591f9 · outbound

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

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery High-resolution image re- construction with latent diffusion models from human brain activity

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:48.979828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:45.466457Z digest=sha256:bea409a9a811ad35283e3d62173a28d5d4ab32bfc6234eea68f510e0b8285585

Observation c578b3b9-cfab-4893-b3ec-00122f52edde · outbound

This paper cites Improving visual image re- construction from human brain activity using latent diffusion models via multiple decoded inputs, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Improving visual image re- construction from human brain activity using latent diffusion models via multiple decoded inputs, 2023

Reference 65

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verified fuzzy
raw_fallback, observed 2026-08-07T05:50:48.801361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:50:45.553826Z digest=sha256:c3dda585333f9975214bf992c37df3d05e635849491ef4053531bacef15325e4

Observation ce90c7a5-c419-47e4-9ffa-8c9f508a6463 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 66

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unresolved
raw_fallback, observed 2026-08-07T05:50:48.631337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4284408b-5b7b-402a-9981-4601740d9a85 · outbound

This paper cites Inverse retinotopy: Inferring the visual content of images from brain activation patterns.NeuroImage, 33(4): 1104–1116, 2006.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Inverse retinotopy: Inferring the visual content of images from brain activation patterns.NeuroImage, 33(4): 1104–1116, 2006

Reference 67

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This paper cites Aligning brain functions boosts the decoding of visual semantics in novel subjects.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Aligning brain functions boosts the decoding of visual semantics in novel subjects

Reference 68

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Observation 877a8bed-7211-4735-bb2b-00aeed3c9c8c · outbound

This paper cites Turgeon, Franc ¸ois Lauzier, Jean-Franc ¸ois Simard, Damon C.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Turgeon, Franc ¸ois Lauzier, Jean-Franc ¸ois Simard, Damon C

Reference 69

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Observation 1e2f09c6-0c42-454b-9e4a-f30ff3f374db · outbound

This paper cites Bovik, H.R.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Bovik, H.R

Reference 70

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Observation ddc4500e-d576-4ca8-a9e5-32532f03cfe4 · outbound

This paper cites Dream: Visual decoding from reversing human visual system.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Dream: Visual decoding from reversing human visual system

Reference 71

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Observation ac987042-1c58-4fe2-8b7b-53ff66b85c89 · outbound

This paper cites nsdgeneral.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery nsdgeneral

Reference 72

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Observation cbcf0be6-32ba-4c77-811b-832c8357c721 · outbound

This paper cites During our initial trials, normalization led to unexpected color distortions in the reconstructed images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery During our initial trials, normalization led to unexpected color distortions in the reconstructed images

Reference 74

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Observation ca94810b-959a-46b8-96b6-813e91c742b7 · outbound

This paper cites This change enhanced compatibility with the rest of our workflow and provided better support for managing memory-intensive computations.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery This change enhanced compatibility with the rest of our workflow and provided better support for managing memory-intensive computations

Reference 75

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 074f71d9-8dfd-4429-b0a7-9738319961d1 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 76

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation dc6a33f6-0d35-4200-82ed-434612649ff5 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 2019

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Pith citing papers

Observation aa6a1d38-4945-4669-9e22-71f4d441956f · inbound

Real-time Reconstruction of Human Visual Perception from fMRI cites this paper.

Real-time Reconstruction of Human Visual Perception from fMRI NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery

Reference 12

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local_arxiv, observed 2026-08-01T07:44:18.813501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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