Dataset citations
Citations tracked across NEMAR and OpenNeuro neuroscience datasets, scored for relevance and refreshed automatically from the NEMAR catalog.
753 Datasets tracked
8,463 High-confidence citing papers 11,845 attributions across datasets
403 Datasets with high-confidence citations
Counts include only high-confidence citations and exclude BIDS / methods / standards reference papers. 2,646 lower-confidence citations are kept and shown per dataset.
Explore the dataset & citation maps →
Citation trends
New citations per year
High-confidence citing papers first published each year.
| Year | Papers |
|---|---|
| 2000 | 1 |
| 2003 | 2 |
| 2004 | 4 |
| 2005 | 3 |
| 2006 | 23 |
| 2007 | 27 |
| 2008 | 29 |
| 2009 | 36 |
| 2010 | 63 |
| 2011 | 71 |
| 2012 | 91 |
| 2013 | 129 |
| 2014 | 133 |
| 2015 | 145 |
| 2016 | 169 |
| 2017 | 216 |
| 2018 | 351 |
| 2019 | 455 |
| 2020 | 533 |
| 2021 | 681 |
| 2022 | 804 |
| 2023 | 878 |
| 2024 | 1,090 |
| 2025 | 1,385 |
| 2026 | 1,130 |
Citation confidence
Confidence split of citation-dataset attributions (methods papers excluded).
- High-confidence (≥ 0.4) 11,845 (81.7%)
- Lower-confidence (< 0.4) 2,646 (18.3%)
| High-confidence (≥ 0.4) | 11,845 | 81.7% |
| Lower-confidence (< 0.4) | 2,646 | 18.3% |
Datasets by modality
Recording modality of datasets with citations (from the NEMAR catalog).
- EEG 358 (81.4%)
- MEG 33 (7.5%)
- iEEG 34 (7.7%)
- EMG 1 (0.2%)
- Other 14 (3.2%)
| EEG | 358 | 81.4% |
| MEG | 33 | 7.5% |
| iEEG | 34 | 7.7% |
| EMG | 1 | 0.2% |
| Other | 14 | 3.2% |
Top datasets
- UC San Diego Resting State EEG Data from Patients with Parkinson's Disease on002778 238
- MDD Patients and Healthy Controls EEG Data nm000114 163
- Perturbed beam-walking task on003739 161
- BNCI 2015-009 AMUSE (Auditory Multi-class Spatial ERP) dataset nm000234 159
- Imagined Emotion Study on003004 138
- Brennan2019: EEG during Alice in Wonderland Listening nm000180 127
- Multisubject, multimodal face processing on000117 125
- OpenBMI SSVEP EEG dataset (Lee et al. 2019) nm000273 100
- Lee et al. 2019 (ERP) — EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy nm000323 100
- Lee et al. 2019 (Motor Imagery) — EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy nm000338 99
- Auditory-Visual Shift Study on002893 99
- FACED - Finer-grained Affective Computing EEG Dataset nm000112 98
- Wang2016 – SSVEP Wang 2016 dataset nm000126 98
- Imagined speech EEG dataset — short and long words (Nguyen et al. 2017) nm000224 98
- Imagined speech EEG dataset — short words condition (Nguyen et al. 2017) nm000257 98
- EEG recordings for 200 object images presented in RSVP sequences at 5Hz or 20Hz on004018 98
- A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects on004504 98
- Ear-EEG Sleep Monitoring 2019 (EESM19) on005185 98
- Liu2020 – BETA SSVEP benchmark dataset nm000129 97
- Nieuwland et al. 2018: Multi-site N400 Replication Study nm000228 97
- Imagined speech EEG dataset — long words condition (Nguyen et al. 2017) nm000252 97
- Imagined speech EEG dataset — vowels condition (Nguyen et al. 2017) nm000261 96
- BNCI 2015-001 Motor Imagery dataset nm000140 95
- BNCI 2015-010 RSVP P300 dataset nm000194 95
- interictal iEEG during slow-wave sleep with HFO markings on003498 95
- Ear-EEG Sleep Monitoring 2017 (EESM17) on004348 95
- EEG Motor Movement/Imagery Dataset on004362 95
- ERP CORE nm000132 94
- Motor Imagery ataset from Ofner et al 2017 nm000173 94
- Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification nm000267 94
- MDD Patients and Healthy Controls EEG Data nm000114 76
- Multisubject, multimodal face processing on000117 67
- CHB-MIT nm000110 43
- UC San Diego Resting State EEG Data from Patients with Parkinson's Disease on002778 33
- A complementary dataset of open-eyes EEG recordings in a photo-stimulation setting from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects on006036 29
- A test-retest resting and cognitive state EEG dataset on004148 23
- A repeated awakening study exploring the capacity of complexity measures to capture dreaming during propofol sedation on005620 23
- Resting-state EEG data before and after cognitive activity across the adult lifespan and a 5-year follow-up on005385 21
- Epilepsy-iEEG-Multicenter-Dataset on003029 17
- EEG: 3-Stim Auditory Oddball and Rest in Parkinson's ds003490 16
- Face processing EEG dataset for EEGLAB on002718 15
- EEG meditation study on001787 13
- Human es-fMRI Resource: Concurrent deep-brain stimulation and whole-brain functional MRI on002799 8
- MULTI-CLARID (Multimodal Category Learning and Resting-state Imaging Data) on005795 8
- free walking study on003039 6
- PREDICT on005486 6
- Healthy Brain Network (HBN) EEG - Release 1 on005505 6
- EEG dataset for speech decoding on006104 6
- Gloups_MEG on005261 5
- UV_EEG on005274 5
- Auditory oddball comparison (Optimum-1, Learning-oddball, and the local–global paradigm) on005429 5
- HAD-MEEG on007353 5
- The NIMH Healthy Research Volunteer Dataset on005752 4
- Perception of vowel sounds in children with autism spectrum disorders and typically developing children (MEG/ERF study) ds005234 4
- The Bitbrain Open Access Sleep (BOAS) dataset on005555 4
- AlphaDirection1: EEG, ECG, PPG in the resting state and working memory for sequentially and simultaneously presented digits on006848 4
- DataSet1 on002791 4
- DataSet2 on002833 4
- 29 By ANT on005285 4
- The "Podcast" ECoG dataset on005574 4
- UC San Diego Resting State EEG Data from Patients with Parkinson's Disease on002778 205
- Perturbed beam-walking task on003739 161
- BNCI 2015-009 AMUSE (Auditory Multi-class Spatial ERP) dataset nm000234 159
- Imagined Emotion Study on003004 137
- Brennan2019: EEG during Alice in Wonderland Listening nm000180 127
- OpenBMI SSVEP EEG dataset (Lee et al. 2019) nm000273 100
- Lee et al. 2019 (ERP) — EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy nm000323 100
- Lee et al. 2019 (Motor Imagery) — EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy nm000338 99
- Auditory-Visual Shift Study on002893 99
- FACED - Finer-grained Affective Computing EEG Dataset nm000112 98
- Wang2016 – SSVEP Wang 2016 dataset nm000126 98
- Imagined speech EEG dataset — short and long words (Nguyen et al. 2017) nm000224 98
- Imagined speech EEG dataset — short words condition (Nguyen et al. 2017) nm000257 98
- EEG recordings for 200 object images presented in RSVP sequences at 5Hz or 20Hz on004018 98
- A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects on004504 98
- Ear-EEG Sleep Monitoring 2019 (EESM19) on005185 98
- Liu2020 – BETA SSVEP benchmark dataset nm000129 97
- Nieuwland et al. 2018: Multi-site N400 Replication Study nm000228 97
- Imagined speech EEG dataset — long words condition (Nguyen et al. 2017) nm000252 97
- Imagined speech EEG dataset — vowels condition (Nguyen et al. 2017) nm000261 96
- BNCI 2015-001 Motor Imagery dataset nm000140 95
- BNCI 2015-010 RSVP P300 dataset nm000194 95
- interictal iEEG during slow-wave sleep with HFO markings on003498 95
- Ear-EEG Sleep Monitoring 2017 (EESM17) on004348 95
- EEG Motor Movement/Imagery Dataset on004362 95
- Motor Imagery ataset from Ofner et al 2017 nm000173 94
- Shin et al. 2017 (Experiment A) — Open Access Dataset for EEG+NIRS Single-Trial Classification nm000267 94
- Shin et al. 2017 (Experiment B) — Open Access Dataset for EEG+NIRS Single-Trial Classification nm000268 94
- Visual object ERP EEG dataset (Kaneshiro et al. 2015) nm000263 93
- ERP CORE nm000132 92