Datasets:
row_id stringlengths 9 61 ⌀ | window_id stringlengths 9 61 ⌀ | projection_x float32 -55.48 21.4 ⌀ | projection_y float32 -28.05 29.6 ⌀ | recon_loss float32 0 13.9 ⌀ | big_recording_index int64 0 442 ⌀ | session_index int64 0 16.5k ⌀ | offset int64 0 325M ⌀ | dataset stringclasses 92
values | modality stringclasses 1
value | sampling_rate float64 200 200 ⌀ | n_channels int64 3 129 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|
0_-_0_-_0 | 0_-_0_-_0 | 7.617664 | 1.309846 | 0.17842 | 0 | 0 | 0 | TUH | EEG | 200 | 21 |
0_-_0_-_2000 | 0_-_0_-_2000 | 8.535048 | 1.823397 | 0.158432 | 0 | 0 | 2,000 | TUH | EEG | 200 | 21 |
0_-_0_-_4000 | 0_-_0_-_4000 | 7.757462 | 1.406269 | 0.18175 | 0 | 0 | 4,000 | TUH | EEG | 200 | 21 |
0_-_0_-_6000 | 0_-_0_-_6000 | 8.720738 | 2.198114 | 0.214252 | 0 | 0 | 6,000 | TUH | EEG | 200 | 21 |
0_-_0_-_8000 | 0_-_0_-_8000 | 6.73296 | 1.486463 | 0.154766 | 0 | 0 | 8,000 | TUH | EEG | 200 | 21 |
0_-_0_-_10000 | 0_-_0_-_10000 | 8.275116 | 1.386233 | 0.179747 | 0 | 0 | 10,000 | TUH | EEG | 200 | 21 |
0_-_0_-_12000 | 0_-_0_-_12000 | 9.320953 | 2.422881 | 0.196946 | 0 | 0 | 12,000 | TUH | EEG | 200 | 21 |
0_-_1_-_14000 | 0_-_1_-_14000 | 4.979249 | 3.173543 | 0.059805 | 0 | 1 | 14,000 | TUH | EEG | 200 | 21 |
0_-_1_-_16000 | 0_-_1_-_16000 | 5.374514 | 2.674955 | 0.119996 | 0 | 1 | 16,000 | TUH | EEG | 200 | 21 |
0_-_1_-_18000 | 0_-_1_-_18000 | 5.410592 | 2.506532 | 0.146466 | 0 | 1 | 18,000 | TUH | EEG | 200 | 21 |
0_-_1_-_20000 | 0_-_1_-_20000 | 7.113249 | 1.48947 | 0.214256 | 0 | 1 | 20,000 | TUH | EEG | 200 | 21 |
0_-_1_-_22000 | 0_-_1_-_22000 | 9.44813 | 1.932136 | 0.325607 | 0 | 1 | 22,000 | TUH | EEG | 200 | 21 |
0_-_1_-_24000 | 0_-_1_-_24000 | 9.494368 | 1.763808 | 0.360188 | 0 | 1 | 24,000 | TUH | EEG | 200 | 21 |
0_-_1_-_26000 | 0_-_1_-_26000 | 7.959986 | 0.85633 | 0.194926 | 0 | 1 | 26,000 | TUH | EEG | 200 | 21 |
0_-_1_-_28000 | 0_-_1_-_28000 | 5.513579 | 1.946413 | 0.116285 | 0 | 1 | 28,000 | TUH | EEG | 200 | 21 |
0_-_1_-_30000 | 0_-_1_-_30000 | 8.898521 | 2.952891 | 0.306869 | 0 | 1 | 30,000 | TUH | EEG | 200 | 21 |
0_-_1_-_32000 | 0_-_1_-_32000 | 8.89989 | 2.643116 | 0.242685 | 0 | 1 | 32,000 | TUH | EEG | 200 | 21 |
0_-_1_-_34000 | 0_-_1_-_34000 | 7.876224 | 1.193919 | 0.254245 | 0 | 1 | 34,000 | TUH | EEG | 200 | 21 |
0_-_1_-_36000 | 0_-_1_-_36000 | 5.913918 | 2.068316 | 0.138976 | 0 | 1 | 36,000 | TUH | EEG | 200 | 21 |
0_-_1_-_38000 | 0_-_1_-_38000 | 5.922695 | 1.713358 | 0.154319 | 0 | 1 | 38,000 | TUH | EEG | 200 | 21 |
0_-_1_-_40000 | 0_-_1_-_40000 | 7.223211 | 2.04221 | 0.168099 | 0 | 1 | 40,000 | TUH | EEG | 200 | 21 |
0_-_1_-_42000 | 0_-_1_-_42000 | 6.632816 | 1.88493 | 0.180534 | 0 | 1 | 42,000 | TUH | EEG | 200 | 21 |
0_-_1_-_44000 | 0_-_1_-_44000 | 8.992341 | 1.54537 | 0.352529 | 0 | 1 | 44,000 | TUH | EEG | 200 | 21 |
0_-_1_-_46000 | 0_-_1_-_46000 | 8.47836 | 1.838959 | 0.243888 | 0 | 1 | 46,000 | TUH | EEG | 200 | 21 |
0_-_1_-_48000 | 0_-_1_-_48000 | 9.365244 | 2.013801 | 0.271968 | 0 | 1 | 48,000 | TUH | EEG | 200 | 21 |
0_-_1_-_50000 | 0_-_1_-_50000 | 9.749451 | 2.435944 | 0.225846 | 0 | 1 | 50,000 | TUH | EEG | 200 | 21 |
0_-_1_-_52000 | 0_-_1_-_52000 | 8.491564 | 2.082758 | 0.148943 | 0 | 1 | 52,000 | TUH | EEG | 200 | 21 |
0_-_1_-_54000 | 0_-_1_-_54000 | 7.958987 | 1.439021 | 0.140398 | 0 | 1 | 54,000 | TUH | EEG | 200 | 21 |
0_-_1_-_56000 | 0_-_1_-_56000 | 6.028881 | 1.543332 | 0.109442 | 0 | 1 | 56,000 | TUH | EEG | 200 | 21 |
0_-_1_-_58000 | 0_-_1_-_58000 | 9.297431 | 1.541051 | 0.143975 | 0 | 1 | 58,000 | TUH | EEG | 200 | 21 |
0_-_2_-_60000 | 0_-_2_-_60000 | 8.647687 | -0.140886 | 0.302705 | 0 | 2 | 60,000 | TUH | EEG | 200 | 21 |
0_-_2_-_62000 | 0_-_2_-_62000 | 7.484878 | 3.147433 | 0.239162 | 0 | 2 | 62,000 | TUH | EEG | 200 | 21 |
0_-_2_-_64000 | 0_-_2_-_64000 | 7.599322 | -1.563679 | 0.287768 | 0 | 2 | 64,000 | TUH | EEG | 200 | 21 |
0_-_2_-_66000 | 0_-_2_-_66000 | 6.93381 | -2.171598 | 0.278349 | 0 | 2 | 66,000 | TUH | EEG | 200 | 21 |
0_-_2_-_68000 | 0_-_2_-_68000 | 6.352328 | -1.718276 | 0.255356 | 0 | 2 | 68,000 | TUH | EEG | 200 | 21 |
0_-_2_-_70000 | 0_-_2_-_70000 | 6.740097 | -0.921519 | 0.214728 | 0 | 2 | 70,000 | TUH | EEG | 200 | 21 |
0_-_2_-_72000 | 0_-_2_-_72000 | 9.928221 | -1.84868 | 0.239507 | 0 | 2 | 72,000 | TUH | EEG | 200 | 21 |
0_-_2_-_74000 | 0_-_2_-_74000 | 9.332675 | -2.067057 | 0.250413 | 0 | 2 | 74,000 | TUH | EEG | 200 | 21 |
0_-_2_-_76000 | 0_-_2_-_76000 | 7.292116 | 3.87837 | 0.218575 | 0 | 2 | 76,000 | TUH | EEG | 200 | 21 |
0_-_2_-_78000 | 0_-_2_-_78000 | 7.765442 | -0.498992 | 0.248828 | 0 | 2 | 78,000 | TUH | EEG | 200 | 21 |
0_-_2_-_80000 | 0_-_2_-_80000 | 7.791862 | -1.580045 | 0.252319 | 0 | 2 | 80,000 | TUH | EEG | 200 | 21 |
0_-_2_-_82000 | 0_-_2_-_82000 | 7.622867 | -1.769688 | 0.241891 | 0 | 2 | 82,000 | TUH | EEG | 200 | 21 |
0_-_2_-_84000 | 0_-_2_-_84000 | 7.518141 | -1.687846 | 0.256788 | 0 | 2 | 84,000 | TUH | EEG | 200 | 21 |
0_-_2_-_86000 | 0_-_2_-_86000 | 7.233776 | -1.691129 | 0.245314 | 0 | 2 | 86,000 | TUH | EEG | 200 | 21 |
0_-_2_-_88000 | 0_-_2_-_88000 | 7.008355 | -2.133871 | 0.218709 | 0 | 2 | 88,000 | TUH | EEG | 200 | 21 |
0_-_2_-_90000 | 0_-_2_-_90000 | 6.557887 | -1.820596 | 0.265095 | 0 | 2 | 90,000 | TUH | EEG | 200 | 21 |
0_-_2_-_92000 | 0_-_2_-_92000 | 6.252762 | -1.652988 | 0.233772 | 0 | 2 | 92,000 | TUH | EEG | 200 | 21 |
0_-_2_-_94000 | 0_-_2_-_94000 | 6.745163 | -0.910556 | 0.21605 | 0 | 2 | 94,000 | TUH | EEG | 200 | 21 |
0_-_2_-_96000 | 0_-_2_-_96000 | 11.220531 | 4.406259 | 0.254424 | 0 | 2 | 96,000 | TUH | EEG | 200 | 21 |
0_-_2_-_98000 | 0_-_2_-_98000 | 10.970949 | 3.366056 | 0.25563 | 0 | 2 | 98,000 | TUH | EEG | 200 | 21 |
0_-_2_-_100000 | 0_-_2_-_100000 | 9.206402 | -2.346592 | 0.220887 | 0 | 2 | 100,000 | TUH | EEG | 200 | 21 |
0_-_2_-_102000 | 0_-_2_-_102000 | 7.120676 | 0.740579 | 0.222535 | 0 | 2 | 102,000 | TUH | EEG | 200 | 21 |
0_-_2_-_104000 | 0_-_2_-_104000 | 7.325509 | 3.93075 | 0.244041 | 0 | 2 | 104,000 | TUH | EEG | 200 | 21 |
0_-_2_-_106000 | 0_-_2_-_106000 | 7.575411 | 1.68645 | 0.311632 | 0 | 2 | 106,000 | TUH | EEG | 200 | 21 |
0_-_2_-_108000 | 0_-_2_-_108000 | 7.629655 | -0.238195 | 0.229879 | 0 | 2 | 108,000 | TUH | EEG | 200 | 21 |
0_-_2_-_110000 | 0_-_2_-_110000 | 7.550178 | -1.185466 | 0.228185 | 0 | 2 | 110,000 | TUH | EEG | 200 | 21 |
0_-_2_-_112000 | 0_-_2_-_112000 | 7.603899 | -1.564301 | 0.240526 | 0 | 2 | 112,000 | TUH | EEG | 200 | 21 |
0_-_2_-_114000 | 0_-_2_-_114000 | 7.628114 | -1.709816 | 0.275621 | 0 | 2 | 114,000 | TUH | EEG | 200 | 21 |
0_-_2_-_116000 | 0_-_2_-_116000 | 7.543694 | -1.787186 | 0.248289 | 0 | 2 | 116,000 | TUH | EEG | 200 | 21 |
0_-_2_-_118000 | 0_-_2_-_118000 | 7.006017 | -0.945108 | 0.296263 | 0 | 2 | 118,000 | TUH | EEG | 200 | 21 |
0_-_2_-_120000 | 0_-_2_-_120000 | 6.298556 | -1.666301 | 0.220777 | 0 | 2 | 120,000 | TUH | EEG | 200 | 21 |
0_-_2_-_122000 | 0_-_2_-_122000 | 6.084686 | -1.770937 | 0.228132 | 0 | 2 | 122,000 | TUH | EEG | 200 | 21 |
0_-_2_-_124000 | 0_-_2_-_124000 | 8.372835 | 1.456104 | 0.230877 | 0 | 2 | 124,000 | TUH | EEG | 200 | 21 |
0_-_2_-_126000 | 0_-_2_-_126000 | 8.187469 | -0.676627 | 0.329707 | 0 | 2 | 126,000 | TUH | EEG | 200 | 21 |
0_-_2_-_128000 | 0_-_2_-_128000 | 8.135627 | -0.200805 | 0.239055 | 0 | 2 | 128,000 | TUH | EEG | 200 | 21 |
0_-_2_-_130000 | 0_-_2_-_130000 | 7.110628 | 4.057482 | 0.251559 | 0 | 2 | 130,000 | TUH | EEG | 200 | 21 |
0_-_2_-_132000 | 0_-_2_-_132000 | 6.993885 | 2.917306 | 0.240579 | 0 | 2 | 132,000 | TUH | EEG | 200 | 21 |
0_-_2_-_134000 | 0_-_2_-_134000 | 7.259914 | 1.265782 | 0.189782 | 0 | 2 | 134,000 | TUH | EEG | 200 | 21 |
0_-_2_-_136000 | 0_-_2_-_136000 | 7.58172 | 0.348371 | 0.218484 | 0 | 2 | 136,000 | TUH | EEG | 200 | 21 |
0_-_2_-_138000 | 0_-_2_-_138000 | 7.724173 | 0.350498 | 0.238439 | 0 | 2 | 138,000 | TUH | EEG | 200 | 21 |
0_-_2_-_140000 | 0_-_2_-_140000 | 7.341487 | 3.858287 | 0.28917 | 0 | 2 | 140,000 | TUH | EEG | 200 | 21 |
0_-_2_-_142000 | 0_-_2_-_142000 | 7.10405 | 4.038425 | 0.208252 | 0 | 2 | 142,000 | TUH | EEG | 200 | 21 |
0_-_2_-_144000 | 0_-_2_-_144000 | 6.645507 | 2.571263 | 0.260612 | 0 | 2 | 144,000 | TUH | EEG | 200 | 21 |
0_-_2_-_146000 | 0_-_2_-_146000 | 6.446784 | 1.713046 | 0.214541 | 0 | 2 | 146,000 | TUH | EEG | 200 | 21 |
0_-_2_-_148000 | 0_-_2_-_148000 | 7.068847 | 2.121449 | 0.229902 | 0 | 2 | 148,000 | TUH | EEG | 200 | 21 |
0_-_2_-_150000 | 0_-_2_-_150000 | 8.425707 | 0.62856 | 0.230977 | 0 | 2 | 150,000 | TUH | EEG | 200 | 21 |
0_-_2_-_152000 | 0_-_2_-_152000 | 7.410317 | 3.06109 | 0.253284 | 0 | 2 | 152,000 | TUH | EEG | 200 | 21 |
0_-_2_-_154000 | 0_-_2_-_154000 | 6.824746 | 3.045504 | 0.253343 | 0 | 2 | 154,000 | TUH | EEG | 200 | 21 |
0_-_2_-_156000 | 0_-_2_-_156000 | 6.938845 | 1.796887 | 0.257177 | 0 | 2 | 156,000 | TUH | EEG | 200 | 21 |
0_-_2_-_158000 | 0_-_2_-_158000 | 7.683115 | -0.272036 | 0.290342 | 0 | 2 | 158,000 | TUH | EEG | 200 | 21 |
0_-_2_-_160000 | 0_-_2_-_160000 | 7.557016 | -1.4751 | 0.290507 | 0 | 2 | 160,000 | TUH | EEG | 200 | 21 |
0_-_2_-_162000 | 0_-_2_-_162000 | 6.742539 | -0.365233 | 0.300966 | 0 | 2 | 162,000 | TUH | EEG | 200 | 21 |
0_-_2_-_164000 | 0_-_2_-_164000 | 6.366024 | -1.165854 | 0.283309 | 0 | 2 | 164,000 | TUH | EEG | 200 | 21 |
0_-_2_-_166000 | 0_-_2_-_166000 | 9.898262 | 3.211223 | 0.31754 | 0 | 2 | 166,000 | TUH | EEG | 200 | 21 |
0_-_2_-_168000 | 0_-_2_-_168000 | 6.773508 | 0.981301 | 0.306652 | 0 | 2 | 168,000 | TUH | EEG | 200 | 21 |
0_-_2_-_170000 | 0_-_2_-_170000 | 6.738653 | 2.229971 | 0.298467 | 0 | 2 | 170,000 | TUH | EEG | 200 | 21 |
0_-_2_-_172000 | 0_-_2_-_172000 | 7.351466 | -0.950397 | 0.296961 | 0 | 2 | 172,000 | TUH | EEG | 200 | 21 |
0_-_2_-_174000 | 0_-_2_-_174000 | 7.205004 | -0.939034 | 0.291682 | 0 | 2 | 174,000 | TUH | EEG | 200 | 21 |
0_-_2_-_176000 | 0_-_2_-_176000 | 6.789509 | -0.606995 | 0.234122 | 0 | 2 | 176,000 | TUH | EEG | 200 | 21 |
0_-_2_-_178000 | 0_-_2_-_178000 | 6.393978 | -1.084264 | 0.263115 | 0 | 2 | 178,000 | TUH | EEG | 200 | 21 |
0_-_2_-_180000 | 0_-_2_-_180000 | 6.419128 | -0.845805 | 0.268058 | 0 | 2 | 180,000 | TUH | EEG | 200 | 21 |
0_-_2_-_182000 | 0_-_2_-_182000 | 7.481186 | 1.02766 | 0.499273 | 0 | 2 | 182,000 | TUH | EEG | 200 | 21 |
0_-_3_-_184000 | 0_-_3_-_184000 | 8.299562 | 2.274551 | 0.196938 | 0 | 3 | 184,000 | TUH | EEG | 200 | 21 |
0_-_3_-_186000 | 0_-_3_-_186000 | 8.247011 | 2.445394 | 0.230463 | 0 | 3 | 186,000 | TUH | EEG | 200 | 21 |
0_-_3_-_188000 | 0_-_3_-_188000 | 8.260433 | 2.124536 | 0.247761 | 0 | 3 | 188,000 | TUH | EEG | 200 | 21 |
0_-_3_-_190000 | 0_-_3_-_190000 | 8.202512 | 2.154672 | 0.235007 | 0 | 3 | 190,000 | TUH | EEG | 200 | 21 |
0_-_3_-_192000 | 0_-_3_-_192000 | 8.567967 | 2.182014 | 0.262934 | 0 | 3 | 192,000 | TUH | EEG | 200 | 21 |
0_-_3_-_194000 | 0_-_3_-_194000 | 7.528205 | 1.907812 | 0.194329 | 0 | 3 | 194,000 | TUH | EEG | 200 | 21 |
0_-_3_-_196000 | 0_-_3_-_196000 | 8.373862 | 2.337654 | 0.201605 | 0 | 3 | 196,000 | TUH | EEG | 200 | 21 |
0_-_3_-_198000 | 0_-_3_-_198000 | 8.618131 | 2.514768 | 0.404648 | 0 | 3 | 198,000 | TUH | EEG | 200 | 21 |
REVE Embedding Atlas
This dataset contains precomputed two-dimensional coordinates and approved metadata for REVE EEG windows, together with reconstruction-loss ranking and diversity-selection tables used by the REVE Embedding Atlas.
The public tables contain no original 512-dimensional embedding vectors. Projection and
selection provenance, source fingerprints, and schemas are recorded in data/manifest.json.
The demo display table is the full population used for selection. The experiments retain 1% and 10% of each big_recording_index, separately for high- and low-reconstruction-loss rankings. DPP runs use every display row in the relevant recording index as their candidate pool and sweep multiplicative and additive interaction parameters. Random-stratified baselines are included at the same retention rates. data/curve_summary.parquet aggregates per-sweep-point statistics (Vendi score, mean pairwise cosine, reconstruction loss) across recordings for each ranking/kernel/interaction-weight combination.
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