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

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.677784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.669716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.661205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:38.730988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.652554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.643402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.629175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:58.364731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:57.931249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:57.547582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:57.118536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:56.800817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:39.889878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:56.499729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:56.306237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:56.100128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:55.926365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:55.747315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c4d2c39b-52e7-4979-b426-ccde4c2c6ec3 · 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 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:50:55.540524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:55.451175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 214c1313-c927-4843-9e1a-486656e8ca10 · 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 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:50:55.306046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:55.136323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:54.960472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:54.783259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:54.580004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:41.248824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:41.372593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:54.377227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:54.163049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:53.987932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b919d090-de5a-4c97-b6aa-adddaa2e35c4 · 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 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:50:53.823730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:53.638823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:53.497353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:53.322366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:42.531576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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; raw_fallback, observed 2026-08-07T05:50:53.167197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:53.037555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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; raw_fallback, observed 2026-08-07T05:50:52.907572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-17T06:30:58.91139+00:00.

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.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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 2026-08-17T06:30:58.91139+00:00.

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.

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.

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 2026-08-17T06:30:58.91139+00:00.

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

Resolution: 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 2026-08-17T06:30:58.91139+00:00.

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

Resolution: 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 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:48.459066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2ce855f-4050-4097-9698-691ac8fe33e8 · outbound

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

Resolution: unresolved; no resolver link, observed 2026-08-07T05:50:45.865286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:48.278190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:48.122643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:47.894688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified exact; raw_fallback, observed 2026-08-07T05:50:46.920300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:47.695341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:50:47.469050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:50:47.231145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T05:50:50.298542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers