Paper Citation Record · LEDGER

Predicting Human Brain States with Transformer

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2412.19814.

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

pith.paper-citation-record.v1
2412.19814 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:23:39.085247Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:14:57.845781Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T05:14:57.925599Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy26
unresolved8
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88ca619d-75af-4e69-9fbb-1c0fbf9a4a0b · outbound

This paper cites Frontiers in human neuroscience, 2009: p.

Predicting Human Brain States with Transformer Frontiers in human neuroscience, 2009: p

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.436688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8410ae2a-f76a-4d40-8d52-06c7a73a1574 · outbound

This paper cites Neuron, 2016.

Predicting Human Brain States with Transformer Neuron, 2016

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.421909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26015bdb-1847-4e7e-81c9-5a2c5a1a4fff · outbound

This paper cites Neuroimage, 2013.

Predicting Human Brain States with Transformer Neuroimage, 2013

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.404456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a3971d06-39f5-4558-a426-e685f745ff82 · outbound

This paper cites an unresolved cited work.

Predicting Human Brain States with Transformer Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:23:40.390609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 421d195f-743d-465c-97f3-dd42f38c248e · outbound

This paper cites NeuroImage: Clinical, 2021.

Predicting Human Brain States with Transformer NeuroImage: Clinical, 2021

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.329810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e5e28144-8035-4942-b15a-09f47d35f567 · outbound

This paper cites Neuroimage, 2015.

Predicting Human Brain States with Transformer Neuroimage, 2015

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.223591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dfa4856f-0954-47f5-9ae0-521835079826 · outbound

This paper cites Neuroimage, 2016.

Predicting Human Brain States with Transformer Neuroimage, 2016

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.063749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0ebf7837-7bd4-4fdd-ab4e-f1cd25dbb984 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems, 2022.

Predicting Human Brain States with Transformer IEEE Transactions on Neural Networks and Learning Systems, 2022

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.022517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51deb096-cd91-4769-bbce-c64697e8844f · outbound

This paper cites Frontiers in Bioengineering and Biotechnology, 2022.

Predicting Human Brain States with Transformer Frontiers in Bioengineering and Biotechnology, 2022

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:40.007397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18e1e2b1-dce5-4206-b76d-883693c592b5 · outbound

This paper cites IEEE transactions on biomedical engineering, 2012.

Predicting Human Brain States with Transformer IEEE transactions on biomedical engineering, 2012

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.992331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6cea72bd-5054-4f7d-8390-8103879c5482 · outbound

This paper cites IEEE Transactions on Biomedical Engineering, 2014.

Predicting Human Brain States with Transformer IEEE Transactions on Biomedical Engineering, 2014

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.977921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6efdf466-646d-42b7-b440-404ec8c4d7e5 · outbound

This paper cites Medical image analysis, 2015.

Predicting Human Brain States with Transformer Medical image analysis, 2015

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.961875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5cbdc7f7-455f-4a52-b371-4a46fdbcec8d · outbound

This paper cites Latent source mining in FMRI data via deep neural network.

Predicting Human Brain States with Transformer Latent source mining in FMRI data via deep neural network

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.945539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a79fe727-b2f4-4b0a-8dd4-e6d6b3660c04 · outbound

This paper cites IEEE transactions on biomedical engineering, 2019.

Predicting Human Brain States with Transformer IEEE transactions on biomedical engineering, 2019

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.929158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8fa066f-55b1-4350-843d-7eff24b4d2ee · outbound

This paper cites Medical Image Analysis, 2023.

Predicting Human Brain States with Transformer Medical Image Analysis, 2023

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.914390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eacd4453-5f81-45e8-ab20-e2e6c3c323e4 · outbound

This paper cites Annals of Neurology: Official Journal of the American Neurological Association and the Child Neurology Society, 2006.

Predicting Human Brain States with Transformer Annals of Neurology: Official Journal of the American Neurological Association and the Child Neurology Society, 2006

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.859548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2da11ef3-2060-4d4c-99c3-744d760f14bc · outbound

This paper cites Von Cramon, and R.I.

Predicting Human Brain States with Transformer Von Cramon, and R.I

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.711271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e1437cf-3e1d-480c-acb5-115df83bb260 · outbound

This paper cites Advances in neural information processing systems, 2017.

Predicting Human Brain States with Transformer Advances in neural information processing systems, 2017

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:38.974963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf59a866-29bd-407e-8c7e-6fb5ff291501 · outbound

This paper cites Music Transformer.

Predicting Human Brain States with Transformer Music Transformer

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:38.978860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96856800-e31b-4c06-87d8-e35ab77b2c66 · outbound

This paper cites Advances in Neural Information Processing Systems, 2020.

Predicting Human Brain States with Transformer Advances in Neural Information Processing Systems, 2020

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.674378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 06c1c97b-a7b7-4058-b0b2-ef89c68008ae · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

Predicting Human Brain States with Transformer Swin transformer: Hierarchical vision transformer using shifted windows

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.658856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0a23aab-a3dd-4051-a24f-b466226e2557 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Predicting Human Brain States with Transformer An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:38.991070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d89e6bb-8e87-455a-a153-e8328ad38fb6 · outbound

This paper cites GPT-4 Technical Report.

Predicting Human Brain States with Transformer GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:38.995222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ce71a8d-6807-4d89-8730-187244b90c48 · outbound

This paper cites Advances in Neural Information Processing Systems, 2024.

Predicting Human Brain States with Transformer Advances in Neural Information Processing Systems, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.644418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88cf72ca-d39a-4f6d-b1a5-3e333060ab86 · outbound

This paper cites Self-Supervised Transformers for fMRI representation.

Predicting Human Brain States with Transformer Self-Supervised Transformers for fMRI representation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.628872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation efadf6d9-1849-410c-bbbf-0d1f7824ff2b · outbound

This paper cites bioRxiv, 2023: p.

Predicting Human Brain States with Transformer bioRxiv, 2023: p

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.613108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53419271-83ba-4a4a-b952-69904a5f5526 · outbound

This paper cites Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case.

Predicting Human Brain States with Transformer Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:39.014505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e2fd52-accc-4c1e-8c83-f8f5b52a8bec · outbound

This paper cites Neuroimage, 2013.

Predicting Human Brain States with Transformer Neuroimage, 2013

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.597266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e08a97a-c524-4f0b-a6e2-34ac2c6ef8b9 · outbound

This paper cites Neuroimage, 2013.

Predicting Human Brain States with Transformer Neuroimage, 2013

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.582465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e27c639-15d3-4e79-a6d2-96708d3f189b · outbound

This paper cites Meyerand, and R.M.

Predicting Human Brain States with Transformer Meyerand, and R.M

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.566125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4454a9dc-0445-4f23-9439-acaebb5cf5f8 · outbound

This paper cites Scientific reports, 2017.

Predicting Human Brain States with Transformer Scientific reports, 2017

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.545143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a65d57c-7320-48d5-b02b-fadca0f909a6 · outbound

This paper cites an unresolved cited work.

Predicting Human Brain States with Transformer Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:23:39.530401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d9c3ed0-1bb3-461f-9b14-1d46f5e01d34 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Predicting Human Brain States with Transformer Adam: A Method for Stochastic Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T18:23:39.050674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10d9e390-2058-4cf9-baed-e028c8fe9032 · outbound

This paper cites 2022, River Publishers.

Predicting Human Brain States with Transformer 2022, River Publishers

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:23:39.309339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c254e31-db37-4db5-878d-8b06a150d4b0 · outbound

This paper cites an unresolved cited work.

Predicting Human Brain States with Transformer Unresolved cited work

Reference 2016

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T18:23:39.442948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation b5c28439-fb16-4920-9bf0-9a9c14b1b01a · inbound

Pretraining Large Brain Language Model for Active BCI: Silent Speech cites this paper.

Pretraining Large Brain Language Model for Active BCI: Silent Speech Predicting Human Brain States with Transformer

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:14:57.932267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.