Dataset citations
Citations tracked across NEMAR and OpenNeuro neuroscience datasets, scored for relevance and refreshed automatically from the NEMAR catalog.
753 Datasets tracked
8,628 High-confidence citing papers 12,064 attributions across datasets
414 Datasets with high-confidence citations
Counts include only high-confidence citations and exclude BIDS / methods / standards reference papers. 2,634 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 | 146 |
| 2016 | 169 |
| 2017 | 216 |
| 2018 | 351 |
| 2019 | 456 |
| 2020 | 536 |
| 2021 | 698 |
| 2022 | 814 |
| 2023 | 919 |
| 2024 | 1,137 |
| 2025 | 1,403 |
| 2026 | 1,156 |
Citation confidence
Confidence split of citation-dataset attributions (methods papers excluded).
- High-confidence (≥ 0.4) 12,064 (82.1%)
- Lower-confidence (< 0.4) 2,634 (17.9%)
| High-confidence (≥ 0.4) | 12,064 | 82.1% |
| Lower-confidence (< 0.4) | 2,634 | 17.9% |
Datasets by modality
Recording modality of datasets with citations (from the NEMAR catalog).
- EEG 364 (80.9%)
- MEG 38 (8.4%)
- iEEG 33 (7.3%)
- EMG 1 (0.2%)
- Other 14 (3.1%)
| EEG | 364 | 80.9% |
| MEG | 38 | 8.4% |
| iEEG | 33 | 7.3% |
| EMG | 1 | 0.2% |
| Other | 14 | 3.1% |
Top datasets
- UC San Diego Resting State EEG Data from Patients with Parkinson's Disease on002778 236
- A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects on004504 230
- 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 124
- 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
- Wang2016 – SSVEP Wang 2016 dataset nm000126 99
- 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
- EEG Motor Movement/Imagery Dataset on004362 99
- FACED - Finer-grained Affective Computing EEG Dataset nm000112 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
- 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
- ERP CORE nm000132 95
- 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
- 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
- A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects on004504 158
- MDD Patients and Healthy Controls EEG Data nm000114 76
- Multisubject, multimodal face processing on000117 61
- CHB-MIT nm000110 42
- UC San Diego Resting State EEG Data from Patients with Parkinson's Disease on002778 31
- A test-retest resting and cognitive state EEG dataset on004148 23
- HUP iEEG Epilepsy Dataset on004100 21
- Reward gain and punishment avoidance reversal learning on004295 20
- EEG: 3-Stim Auditory Oddball and Rest in Parkinson's ds003490 16
- Simultaneous EEG and fMRI signals during sleep from humans on003768 16
- Face processing EEG dataset for EEGLAB on002718 15
- Epilepsy-iEEG-Multicenter-Dataset on003029 15
- EEG: Depression rest on003478 14
- EEG: First Episode Psychosis vs. Control Resting Task 1 on003944 13
- EEG meditation study on001787 12
- SRM Resting-state EEG on003775 11
- Visual ECoG dataset on004194 10
- EEG: First Episode Psychosis vs. Control Resting Task 2 on003947 10
- VEPCON: Source imaging of high-density visual evoked potentials with multi-scale brain parcellations and connectomes on003505 9
- EEG, pupillometry, ECG and photoplethysmography, and behavioral data in the digit span task and rest on003838 8
- A Resting-state EEG Dataset for Sleep Deprivation on004902 8
- A Polish Electroencephalography, Alzheimer’s Risk-genes, Lifestyle and Neuroimaging (PEARL-Neuro) Database on004796 8
- Human es-fMRI Resource: Concurrent deep-brain stimulation and whole-brain functional MRI on002799 8
- Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film on003688 7
- The Nencki-Symfonia EEG/ERP dataset on004621 7
- EEG data from an auditory oddball task on003061 7
- TMS-EEG-MRI-fMRI-DWI data on paired associative stimulation and connectivity (Shirley Ryan AbilityLab, Chicago, IL) on004024 7
- Penn Electrophysiology of Encoding and Retrieval Study (PEERS) on004395 7
- Inner Speech on003626 6
- 40Hz Auditory Entrainment on005048 6
- 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 138
- 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
- Wang2016 – SSVEP Wang 2016 dataset nm000126 99
- 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
- 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
- Ear-EEG Sleep Monitoring 2019 (EESM19) on005185 97
- 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
- EEG Motor Movement/Imagery Dataset on004362 95
- BNCI 2015-001 Motor Imagery dataset nm000140 95
- BNCI 2015-010 RSVP P300 dataset nm000194 95
- Ear-EEG Sleep Monitoring 2017 (EESM17) on004348 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
- ERP CORE nm000132 93
- interictal iEEG during slow-wave sleep with HFO markings on003498 93
- Visual object ERP EEG dataset (Kaneshiro et al. 2015) nm000263 93
- Nakanishi2015 – SSVEP Nakanishi 2015 dataset nm000118 92