Dataset Intelligence

  1. EEG Motor Movement/Imagery Dataset84.8
  2. CAP Sleep Database79.2
  3. BCI Competition Datasets77.5
  4. Sleep-EDF Database72.4
  5. Examining effects of arousal on responses to salient and non-salient stimuli in younger and older adults68.3
  6. Neural Processing of Emotional Musical and Nonmusical Stimuli in Depression66.0
  7. Competition between items in working memory leads to forgetting65.6
  8. Learning and memory: motor skill consolidation and intermanual transfer64.0
  9. Auditory and Visual Oddball EEG-fMRI64.0
  10. Affective Videos62.5
  11. AaronCherian404/Emotion-Recognition-from-EEG-A-Hybrid-Approach-Using-Autoencoders-and-LSTM61.6
  12. AndreaAmorosini/Emotion-Recognition-On-SEED-IV61.6
  13. Dinesh4488/P300_BCNN_LSTM_PIPELINE61.5
  14. heresana/Emotion-Recognition-Using-EEG61.5
  15. KVSATEJESH0345/P300_BCNN_LSTM_PIPELINE61.5
  16. ranessaamarante/Emotion-Recognition-from-EEG-Using-GAT-with-Four-Electrodes61.5
  17. shafeek1004/EEGEmotion-MTEHRA61.5
  18. yideng-Cedric/Cloud-Edge-EEG-Emotion-Recognition-under-Communication-Constraints-61.5
  19. YYingDL/SSAA-MSDA61.5
  20. Abhi-Shek-2003/EMOTION-RECOGNITION-BASED-ON-EEG-SIGNALS-USING-DEAP-DATASET61.0
  21. dolphin-in-a-coma/multi-task-cnn-eeg-emotion61.0
  22. hi-akshat/Emotion-Recogniton-from-EEG-Signals61.0
  23. Meltemi-Q/eeg-emotion-recognition-domain-subject-adaptation61.0
  24. renhong-zhang/eeg-emotion-recognition-with-vit61.0
  25. umitkacar/multimodal-affective-computing61.0
  26. dandisets/00057460.6
  27. nemarDatasets/on00475260.6
  28. OpenNeuroDatasets/ds00475260.6
  29. OpenNeuroDatasets/ds00684860.6
  30. sameekshya1999/EEG-Sleep-Stage-Classification60.6
  31. wstonehouse/fMRI-GLM60.6
  32. Maramy93/microsleep-attention-gru60.5
  33. ajtheb/EEG-Emotion-Recognition-SRU-model-60.1
  34. IoBT-VISTEC/EEG-Emotion-Recognition-INTERFACES-datasets60.1
  35. nubcico/EAV60.1
  36. r0m4k/EmotionRecognitionDeepLearning60.1
  37. sarshardorosti/EEG_DataSet60.1
  38. siddhi5386/Emotion-Recognition-from-brain-EEG-signals-60.1
  39. soumyajit4419/Emotion-Recognition-from-Psychological-Signals60.1
  40. vipulSharma18/Automatic-Emotion-Recognition-on-DEAP-Dataset60.1
  41. yunzinan/BCI-emotion-recognition60.1
  42. YYingDL/NSAL-DGAT60.1
  43. YYingDL/PCL-TDGCN60.1
  44. Visual imagery and false memory for pictures59.7
  45. HimanshuIITP/EEG-memory-gen59.5
  46. nemarDatasets/on00604059.5
  47. OpenNeuroDatasets/ds00604059.5
  48. BehtomAdeli/Auditory-OddBall59.4
  49. Isti23/bigp3bci-eeg-bci59.4
  50. Kyungho-Won/EEG-dataset-for-RSVP-P300-speller59.4
  51. preranamohanty21-ux/EEG-ERP-Analysis-Mini-Project-59.4
  52. Affective-Neural-Interaction-Group/MeME58.6
  53. anuraj1996/Multiclass-classification-of-visual-stimuli-on-EEG-signals-from-single-channel-SSVEP-based-brain-com58.6
  54. IoBT-VISTEC/MUSEC58.6
  55. saraMtd/ADHD_Dataset58.6
  56. StandardData-ADHD/ADHD---Dataset58.6
  57. StandardData-ADHD/ADHD_Dataset-ExcelFiles-58.6
  58. andymgibson/COGS_189_Brain_Computer_Interfaces58.5
  59. Brother-Five/spare-beyesian58.5
  60. ChiaraBenini/evolutionary-snn-nas58.5
  61. Chris-Winnard/DAAMEE-experiment58.5
  62. Chris-Winnard/poly52bids58.5
  63. hoang-nguyenthe/EUREKA2025-Secure-BCI-with-Homomorphic-Encryption-A-Case-Study-on-EEG-Based-P300-Classification58.5
  64. IvanDanielVillegas/EEG-P300-Dataset58.5
  65. jomy-kk/AutICA58.5
  66. luismadhe/LEBci-database58.5
  67. m-granat/cnn-for-eeg-tsc58.5
  68. nemarDatasets/nm00013658.5
  69. nemarDatasets/nm00023658.5
  70. nemarDatasets/nm00026258.5
  71. nemarDatasets/nm00026958.5
  72. NeuralLabIITGuwahati/CorrCA-application-on-a-P300-based-EEG-Dataset-58.5
  73. NorhanAbdelhafez/NeuroPhone-RealTime-BrainMobilePhone-Interface58.5
  74. OpenNeuroDatasets/ds00646658.5
  75. OpenNeuroDatasets/ds00648058.5
  76. OpenNeuroDatasets/ds00782758.5
  77. RutujaaP/Evaluation-of-Boosting-Algorithms-for-P300-Detection-in-EEG-Signals58.5
  78. saurabhkumarverma44/eeg-trial-minimization-ERP-CORE-OPENneuro-datasets-58.5
  79. vranathunga/P300-EEG-Signal-Analysis58.5
  80. Incidental encoding task (Posner Cueing Paradigm)58.1
  81. Abhishek-Iyer1/emotion-classifcation-eeg-seed-ensemble58.0
  82. Z-Fran/DEAP-EEG-Emotion-Analyse-and-Classify58.0
  83. SunnyDeshpande/LSTM-CNN-Epilepsy-Prediction-with-EEG57.6
  84. tothemoon10080/CHB-MIT-data-preprocessing-and-prediction57.4
  85. michal-nahlik/neurips-beetl-202157.3
  86. danielakbank/eeg-sleep-staging57.2
  87. fdettori/SleepStageNet57.2
  88. ignaciolinari/sleep-ST57.2
  89. Arka95/Human-Emotion-Analysis-using-EEG-from-DEAP-dataset57.1
  90. dweidai/DEAP-JRP-Emotion-Classification57.1
  91. NZX23/EEG-Emotion-Classification57.1
  92. Piyush-Bhardwaj/EEG-based-emotion-analysis-using-DEAP-dataset-for-Supervised-Machine-Learning57.1
  93. SambitSahuIT/Emotion-Classification-by-EEG-DEAP-Dataset57.1
  94. stefan-ehrlich/dataset-affective-music-BCI57.1
  95. tuengominh/deap-eeg-classification57.1
  96. weilheim/EEG57.1
  97. Amirtrs/ADHD-EEG-Detection-Info57.0
  98. Multisubject, multimodal face processing56.6
  99. aa32/ISRUC_EEG56.3
  100. alixmsv/Sleep-Project56.3
  101. ashine92/Sleep-Stage-Classification-from-Single-Channel-EEG56.3
  102. Aya-Ai-2022/Sleep-physionet-age-Dataset-_BCI-project56.3
  103. BarnaliBhowmik/Sleep_Stage_EEG_Dataset56.3
  104. Chris1I/Physics-188-Sleep-Studies56.3
  105. etherral17/sleep-apnea56.3
  106. IoBT-VISTEC/MetaSleepLearner56.3
  107. kparth9835/EEG-SLEEP-STAGE-CLASSIFICATION56.3
  108. MartinAburto/SleepStageClassification56.3
  109. miftahulridwan/EEG-Sleep-stages-classification56.3
  110. mohamedalisadek/Sleep-Stage-Classification-using-Temporal-Convolutional-Networks56.3
  111. nemarDatasets/on00490256.3
  112. Niiku21/EEG-Sleep-Edf-Analysis56.3
  113. OpenNeuroDatasets/ds00434856.3
  114. OpenNeuroDatasets/ds00490256.3
  115. OpenNeuroDatasets/ds00517856.3
  116. OpenNeuroDatasets/ds00518556.3
  117. OpenNeuroDatasets/ds00669556.3
  118. rajavavek/Automatic-Sleep-Stage-Segmentation56.3
  119. ravithemore/REM-Sleep-Classification56.3
  120. stuartfogel/detect_spindles56.3
  121. tigerkrittaphas/eareegssclassification56.3
  122. tsukisshi/mouse-sleep-dataset56.3
  123. vijay28101305/EEG-Classification56.3
  124. dddclod/EEG-Depression-Diagnosis-A-Transformer-Based-Model-for-EEG-Informed-Depression-Diagnosis56.1
  125. Ahmed-Habashy/Dataset-BCI-competition-iv-set156.0
  126. leolin304577-afk/EEG-Dataset-for-Sleep-Deprivation-Analysis54.7
  127. Social cognitive tasks (animate movement task, moral judgment task, false belief task)54.0
  128. benreyhani15/BCI-ML54.0
  129. Georgesig777/EEG-Classification-BCI-Thesis54.0
  130. joaoaraujo1/BCI_DeepL54.0
  131. krishk97/ECE-C247-EEG-GAN54.0
  132. Phonological memory in sign language relies on the visuomotor neural system outside the left hemisphere language network53.9
  133. Sherwinroy2918/Cognitive-state-EEG-dataset51.6
  134. Sherwinroy2918/eeg-dataset51.6
  135. Adjudicating between face-coding models with individual-face fMRI responses48.0
  136. ds000201_R1.0.547.9
  137. Personally familiar faces45.5
  138. ds00011545.1
  139. ds000238_R1.0.145.0
  140. Training of loss aversion modulates neural sensitivity toward potential gains44.4
  141. bisal2003/Thought-to-Speech-BCI44.4
  142. Milky-Vodka44.4
  143. ds000256_R1.0.043.2
  144. Example MR artifacts43.2
  145. mugiwarafx/BCI-Competition-IV-Experiments-data-set-B42.6
  146. VDimovaEdeleva/dataset-ErrP-Human-Agent-Collaboration42.6
  147. artipago/Travelling-waves-EEG-2.042.4
  148. Chris-Winnard/Musical-Auditory-Attention-Decoding42.4
  149. Rakshat28/EEG-Attention-Prediction42.4
  150. yanruofan628/saad-preprocessing42.4
  151. ds000217_R1.0.142.1
  152. ds000210_R1.0.141.9
  153. KrishnaVeer7712/DIGITS-CLASSIFICATIONS-USING-ELECTROENCEPHALOGRAPHY-SIGNALS41.6
  154. nemarDatasets/on00614241.6
  155. OpenNeuroDatasets/ds00614241.6
  156. sstober/openmiir41.6
  157. zal-ghiffari/Pluto-Polygraph41.6
  158. aradar1/attention-pattern-prediction41.5
  159. BjoernHoltze/EarEEGAuditoryAttentionMeasures41.5
  160. hvchem/CNN-GRU-Attention-EEG-Seizure-Detection41.5
  161. Luciana-Nicacio/eeg_dataset41.5
  162. nevenamit/aad-from-eeg41.5
  163. OpenNeuroDatasets/ds00481641.5
  164. OpenNeuroDatasets/ds00481741.5
  165. Simurgh818/mutual_information_analysis41.5
  166. XXuefeii/AASD41.5
  167. The Midnight Scan Club (MSC) dataset41.5
  168. Modafinil alters intrinsic functional connectivity of the right posterior insula: a pharmacological resting state fMRI study40.3
  169. 7T resting state test-retest40.2
  170. Prospective Remembering40.2
  171. ds00000940.2
  172. ds00000740.1
  173. ds000221_R1.0.039.1
  174. Washington University 12039.1
  175. Cross-language repetition priming38.8
  176. ds000208_R1.0.038.7
  177. Maturational Changes in Anterior Cingulate and Frontoparietal Recruitment Support the Development of Error Processing and Inhibitory Control (Antistate)38.7
  178. Classification learning38.6
  179. ds000138_R2.0.038.6
  180. ds00000838.5
  181. Classification learning and tone-counting38.5
  182. Neural responses to naturalistic clips of behaving animals in two different task contexts38.5
  183. Visual object recognition38.0
  184. Multiband Multi-Echo Imaging of Simultaneous Oxygenation and Flow Timeseries for Resting State Connectivity37.7
  185. NKI-sample37.4
  186. Sherlock_Merlin37.4
  187. ds00014836.2
  188. ds000144_R1.0.036.1
  189. ds000245_R1.0.036.1
  190. ds00001736.0
  191. EUPD Cyberball36.0
  192. BTC_preop36.0
  193. Offline Processing in Associative Learning36.0
  194. Block design food and nonfood picture viewing task35.9
  195. Integration of sweet taste and metabolism determines carbohydrate reward - study 135.7
  196. Larryzpl123/mi-bci-failure-diagnosis34.9
  197. ds00005234.4
  198. ds00024834.4
  199. ds000255_R1.0.034.4
  200. ds000258_R1.0.034.4
  201. sherlock34.4
  202. Generic Object Decoding34.4
  203. Immaturities in Reward Processing and Its Influence on Inhibitory Control in Adolescence (Ring Reward)34.2
  204. ds00010234.2
  205. Developmental changes in brain function underlying the influence of reward processing on inhibitory control (Slot Reward)34.2
  206. Cost Analysis TBI34.2
  207. ds000249_R1.0.034.2
  208. Decoding intentions of self and others34.2
  209. Unnamed Dataset34.2
  210. ds00010134.1
  211. Flavour Pleasantness (Regular Products)34.1
  212. ds00023133.2
  213. ds00021832.6
  214. Magnitude Effect32.6
  215. NumberlineMarking32.6
  216. singleFingerRSA32.6
  217. ds00012232.6
  218. ds00132.6
  219. ds00000532.6
  220. ds00000632.5
  221. Pre-adolescents Exposure to Manganese32.5
  222. Rhyme judgment32.5
  223. Unnamed Dataset32.5
  224. ds000254_R1.0.032.5
  225. physionet_s01_baseline_eyes_closed29.1
  226. Word and object processing28.4
  227. The human Voice Areas: spatial organisation and inter-individual variability in temporal and extra-temporal cortices28.4
  228. Stroop Task28.4
  229. ds000241_R1.0.028.4
  230. Social predictive coding28.4
  231. Twilight Zone Movie Watching Dataset28.4
  232. State representation pictures28.4
  233. Human-Object Interaction28.4
  234. sports_betting_study28.4
  235. ds113c_R1.0.028.4
  236. The heterogeneity in retrieved relations between the personality trait 'Harm avoidance' and gray matter volumes due to variations in the VBM and ROI labeling processing settings28.0
  237. Sequential Inference VBM27.8
  238. ds000240_R1.0.027.5
  239. T1-weighted structural MRI study of cannabis users at baseline and 3 years follow up25.1
  240. ds00023621.6
  241. ds00023419.0
  242. ds00023517.5
  243. ds00020617.4
  244. The brain of Chris17.4
  245. ds00110717.4
  246. Inverse Base Rate17.4
  247. basel-shehabi/EEG-Synthetic-Data-Using-GANs17.0
  248. bids-standard/bids-matlab17.0
  249. BUVANEASH/EEG-Motor-Imagery-Classification---ANN17.0
  250. ICLab4DL/GGN17.0
  251. ncclabsustech/EEGdenoiseNet17.0
  252. YG-paaleee/eegauge17.0
  253. AccSrd/multimodal-Parkinson-data-processing16.1
  254. Ahmed-Habashy/Dataset-BCI-competition-iv-2b16.1
  255. AlessioZanga/PyEEGLab16.1
  256. Baizhige/EEGUnity16.1
  257. cbhanu/BCI_EEGNet16.1
  258. chasebos91/GAN-for-Synthetic-EEG-Data16.1
  259. eegdash/EEGDash16.1
  260. gzoumpourlis/DEAP_MNE_preprocessing16.1
  261. hisunjiang/Public-datasets-of-BCI16.1
  262. hubandad/eeg-dataset16.1
  263. Jiazhen-Hong/EEGLAB-tutorial16.1
  264. mahmudinamin/thesis-eeg16.1
  265. matlab-deep-learning/Abnormal-EEG-Signal-Classification-Using-CNNs16.1
  266. MatthewK3023/EEG-Classification16.1
  267. meagmohit/EEG-Datasets16.1
  268. mne-tools/mne-bids16.1
  269. njt005/Machine-Learning-for-EEG-Dataset-Generalization16.1
  270. openlists/ElectrophysiologyData16.1
  271. OpenNeuroDatasets/ds00450416.1
  272. plcrodrigues/py.VR.EEG.2018-GIPSA16.1
  273. RL-BCI-Lab/deepbci16.1
  274. secondlevel/EEG-classification16.1
  275. ycq091044/ContraWR16.1
  276. Promise-Z5Q2SQ/EEG-ImageNet-Dataset15.4
  277. GuanjianLiu/EEG_Attention_Dataset14.5
  278. unicorn-bi/Unicorn-BCI-Core-8-EEG-Datasets14.5