Fudan-fMRI/CineSync
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9... | sub06_beh/sub06_8 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_18 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_19 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_9 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_20 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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11... | sub06_beh/sub06_1 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_11 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_10 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_2 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_12 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_13 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_3 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_7 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_17 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_16 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_6 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_4 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_14 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_15 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub06_beh/sub06_5 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_16 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_9 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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11... | sub05_beh/sub05_8 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_17 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_15 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_14 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_10 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_11 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_13 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_12 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_1 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_20 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_3 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_2 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_19 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_6 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_7 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_18 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub05_beh/sub05_5 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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11... | sub05_beh/sub05_4 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_20 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_9 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_8 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_18 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_19 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_3 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_14 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_15 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_2 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_17 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_16 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_1 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_5 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_12 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_13 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_4 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_6 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_11 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_10 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub04_beh/sub04_7 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_14 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_15 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_17 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_16 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_12 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_13 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_11 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_10 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_9 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_8 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_6 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_7 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_5 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_4 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_1 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_3 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_2 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_20 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_18 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub03_beh/sub03_19 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_9 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_8 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_20 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_19 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_18 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_16 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_17 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_15 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_14 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_10 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_11 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_13 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_12 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_5 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_4 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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11... | sub02_beh/sub02_6 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_7 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_3 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_2 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
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9... | sub02_beh/sub02_1 | hf://datasets/Fudan-fMRI/CineBrain@bb3afbd08cb391445aa8cc92e6b3c72f4645945b/beh_data.zip |
End of preview.
[CVPR 2026] CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing
CineBrain is a large-scale multimodal brain dataset comprising fMRI, EEG, and ECG recordings collected while participants watched episodes of The Big Bang Theory.
It supports research on neural decoding, multimodal learning, and modality transfer in naturalistic narrative processing.
🧠 Dataset Overview
Subjects & Stimuli
- Participants: 6 subjects
- Stimuli: 30 TV episodes (The Big Bang Theory)
- Used duration: first 18 minutes per episode
- Total recording time: 6 hours per subject (~36 hours in total)
Modalities
- fMRI: TR = 0.8 s
- EEG: 64 channels (the first 64 channels in EEG file), 1000 Hz sampling rate.
- ECG: Recorded synchronously with EEG (the last channel in EEG file)
📂 Data Organization
Episode Assignment
- Subjects 1, 2, 6: Season 7 (Ep 1–10) + Season 9 (Ep 1–10)
- Subjects 3, 4, 5: Season 7 (Ep 1–10) + Season 11 (Ep 1–10)
Video Segmentation
- 30 episodes → 8,100 video clips
- Each episode is segmented into 450 clips
- Clip length: 4 seconds
⏱️ Temporal Alignment & Segmentation
fMRI
- Sampled every 0.8 s (TR = 0.8 s)
- A 4-second video clip corresponds to 5 fMRI samples
EEG
- Original EEG is recorded at 1000 Hz
- EEG is directly segmented from the raw 1000 Hz signal into non-overlapping 0.8 s windows
- Each 4-second video clip corresponds to 5 EEG segments
- No frequency-domain decomposition is applied by default; segmentation is purely temporal
Summary:
1 video clip (4 s) ↔ 5 EEG segments ↔ 5 fMRI samples
Repository Contents
├── videos.tar # 8,100 video clips (4s each)
├── sub-00xx/
│ ├── fMRI_raw_data.tar # Raw fMRI (BIDS format)
│ ├── fMRI_preprocessed_data.tar # Preprocessed fMRI
│ └── EEG_preprocessed_data.tar # Preprocessed EEG
└── captions-qwen-2.5-vl-7b.json # Auto-generated captions
Data Statistics
| Modality | Sampling Rate | Duration/Subject | Total Size |
|---|---|---|---|
| fMRI | TR = 0.8s | 6 hours | ~12 GB |
| EEG | 1000 Hz, 64ch | 6 hours | ~72 GB |
| Video | 4s clips | 9 hours (30 eps) | ~2.6 GB |
🔗 Raw Data Links
- Raw EEG (.mff format): https://www.modelscope.cn/datasets/Jianxionggao/CineBrain_EEG_Raw
- Raw fMRI (BIDS format): https://www.modelscope.cn/datasets/Jianxionggao/CineBrain_fMRI_Raw
- Preprocessed fMRI (CIFTI format): https://www.modelscope.cn/datasets/Jianxionggao/CineBrain_fMRI_CIFTI
- Audio Files https://www.modelscope.cn/datasets/Jianxionggao/CineBrainVideo
📌 Important Notes
- Data Release: Fully open and downloadable
- Cross-Dataset Correspondence: Subjects 1, 2, 3, 4 in CineBrain map to Subjects 6, 8, 1, 4 in fMRI-Shape and fMRI-Objaverse
📎 Additional Information
- License: Apache-2.0
- Languages: English audiovisual content
Citation
If you find our paper useful for your research and applications, please cite using this BibTeX:
@misc{gao2025cinebrain,
title={CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing},
author={Jianxiong Gao and Yichang Liu and Baofeng Yang and Jianfeng Feng and Yanwei Fu},
year={2025},
eprint={2503.06940},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2503.06940},
}
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