Upload config.json with huggingface_hub
Browse files- config.json +352 -0
config.json
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| 1 |
+
{
|
| 2 |
+
"model_type": "brain_encoder",
|
| 3 |
+
"architecture": "DeepBrainEncoder",
|
| 4 |
+
"backbone": "CLIP-ViT-L/14 (multi-layer)",
|
| 5 |
+
"dataset": "pscotti/naturalscenesdataset",
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| 6 |
+
"subject": "subj01",
|
| 7 |
+
"input_dim": 4096,
|
| 8 |
+
"n_voxels": 47236,
|
| 9 |
+
"hidden_dims": [
|
| 10 |
+
2048,
|
| 11 |
+
2048,
|
| 12 |
+
1024
|
| 13 |
+
],
|
| 14 |
+
"dropout": 0.3,
|
| 15 |
+
"roi_names": {
|
| 16 |
+
"1": "V1v",
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| 17 |
+
"2": "V1d",
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| 18 |
+
"3": "V2v",
|
| 19 |
+
"4": "V2d",
|
| 20 |
+
"5": "V3v",
|
| 21 |
+
"6": "V3d",
|
| 22 |
+
"7": "hV4",
|
| 23 |
+
"8": "EBA",
|
| 24 |
+
"9": "FBA-1",
|
| 25 |
+
"10": "FBA-2",
|
| 26 |
+
"11": "mTL-bodies",
|
| 27 |
+
"12": "OFA",
|
| 28 |
+
"13": "FFA-1",
|
| 29 |
+
"14": "FFA-2",
|
| 30 |
+
"15": "mTL-faces",
|
| 31 |
+
"16": "aTL-faces",
|
| 32 |
+
"17": "OPA",
|
| 33 |
+
"18": "PPA",
|
| 34 |
+
"19": "RSC",
|
| 35 |
+
"20": "OWFA",
|
| 36 |
+
"21": "VWFA-1",
|
| 37 |
+
"22": "VWFA-2",
|
| 38 |
+
"23": "mfs-words",
|
| 39 |
+
"24": "mTL-words"
|
| 40 |
+
},
|
| 41 |
+
"functional_networks": {
|
| 42 |
+
"early_visual": [
|
| 43 |
+
1,
|
| 44 |
+
2,
|
| 45 |
+
3,
|
| 46 |
+
4,
|
| 47 |
+
5,
|
| 48 |
+
6,
|
| 49 |
+
7
|
| 50 |
+
],
|
| 51 |
+
"body_selective": [
|
| 52 |
+
8,
|
| 53 |
+
9,
|
| 54 |
+
10,
|
| 55 |
+
11
|
| 56 |
+
],
|
| 57 |
+
"face_selective": [
|
| 58 |
+
12,
|
| 59 |
+
13,
|
| 60 |
+
14,
|
| 61 |
+
15,
|
| 62 |
+
16
|
| 63 |
+
],
|
| 64 |
+
"place_selective": [
|
| 65 |
+
17,
|
| 66 |
+
18,
|
| 67 |
+
19
|
| 68 |
+
],
|
| 69 |
+
"word_selective": [
|
| 70 |
+
20,
|
| 71 |
+
21,
|
| 72 |
+
22,
|
| 73 |
+
23,
|
| 74 |
+
24
|
| 75 |
+
]
|
| 76 |
+
},
|
| 77 |
+
"training": {
|
| 78 |
+
"n_train": 2000,
|
| 79 |
+
"n_val": 200,
|
| 80 |
+
"n_epochs_trained": 12,
|
| 81 |
+
"best_val_loss": 0.9571766257286072,
|
| 82 |
+
"ridge_best_alpha": 31622.776601683792
|
| 83 |
+
},
|
| 84 |
+
"deep_roi_metrics": {
|
| 85 |
+
"V1v": {
|
| 86 |
+
"mean_r": 0.1576334621526059,
|
| 87 |
+
"median_r": 0.14261883447763996,
|
| 88 |
+
"n_voxels": 800,
|
| 89 |
+
"n_predictable": 800
|
| 90 |
+
},
|
| 91 |
+
"V1d": {
|
| 92 |
+
"mean_r": 0.15372228896336587,
|
| 93 |
+
"median_r": 0.14113084707377938,
|
| 94 |
+
"n_voxels": 750,
|
| 95 |
+
"n_predictable": 750
|
| 96 |
+
},
|
| 97 |
+
"V2v": {
|
| 98 |
+
"mean_r": 0.1578722012472352,
|
| 99 |
+
"median_r": 0.14904897954912438,
|
| 100 |
+
"n_voxels": 650,
|
| 101 |
+
"n_predictable": 648
|
| 102 |
+
},
|
| 103 |
+
"V2d": {
|
| 104 |
+
"mean_r": 0.15162635678651856,
|
| 105 |
+
"median_r": 0.13624937085508484,
|
| 106 |
+
"n_voxels": 600,
|
| 107 |
+
"n_predictable": 600
|
| 108 |
+
},
|
| 109 |
+
"V3v": {
|
| 110 |
+
"mean_r": 0.14665925288811196,
|
| 111 |
+
"median_r": 0.13035591881463865,
|
| 112 |
+
"n_voxels": 500,
|
| 113 |
+
"n_predictable": 500
|
| 114 |
+
},
|
| 115 |
+
"V3d": {
|
| 116 |
+
"mean_r": 0.15480264656026757,
|
| 117 |
+
"median_r": 0.1372327979518146,
|
| 118 |
+
"n_voxels": 450,
|
| 119 |
+
"n_predictable": 450
|
| 120 |
+
},
|
| 121 |
+
"hV4": {
|
| 122 |
+
"mean_r": 0.15714913436046624,
|
| 123 |
+
"median_r": 0.14060653676344728,
|
| 124 |
+
"n_voxels": 700,
|
| 125 |
+
"n_predictable": 699
|
| 126 |
+
},
|
| 127 |
+
"EBA": {
|
| 128 |
+
"mean_r": 0.15808550649835176,
|
| 129 |
+
"median_r": 0.13469971599069894,
|
| 130 |
+
"n_voxels": 350,
|
| 131 |
+
"n_predictable": 349
|
| 132 |
+
},
|
| 133 |
+
"FBA-1": {
|
| 134 |
+
"mean_r": 0.1671879798379308,
|
| 135 |
+
"median_r": 0.14595256103869952,
|
| 136 |
+
"n_voxels": 200,
|
| 137 |
+
"n_predictable": 199
|
| 138 |
+
},
|
| 139 |
+
"FBA-2": {
|
| 140 |
+
"mean_r": 0.1293096422976828,
|
| 141 |
+
"median_r": 0.10489039686936216,
|
| 142 |
+
"n_voxels": 150,
|
| 143 |
+
"n_predictable": 150
|
| 144 |
+
},
|
| 145 |
+
"mTL-bodies": {
|
| 146 |
+
"mean_r": 0.15099784047354314,
|
| 147 |
+
"median_r": 0.12368996797277573,
|
| 148 |
+
"n_voxels": 100,
|
| 149 |
+
"n_predictable": 100
|
| 150 |
+
},
|
| 151 |
+
"OFA": {
|
| 152 |
+
"mean_r": 0.16095137024227704,
|
| 153 |
+
"median_r": 0.14298916718243138,
|
| 154 |
+
"n_voxels": 200,
|
| 155 |
+
"n_predictable": 200
|
| 156 |
+
},
|
| 157 |
+
"FFA-1": {
|
| 158 |
+
"mean_r": 0.1694563567656249,
|
| 159 |
+
"median_r": 0.15842924004524467,
|
| 160 |
+
"n_voxels": 350,
|
| 161 |
+
"n_predictable": 350
|
| 162 |
+
},
|
| 163 |
+
"FFA-2": {
|
| 164 |
+
"mean_r": 0.15524916623562784,
|
| 165 |
+
"median_r": 0.13566571365153413,
|
| 166 |
+
"n_voxels": 300,
|
| 167 |
+
"n_predictable": 300
|
| 168 |
+
},
|
| 169 |
+
"mTL-faces": {
|
| 170 |
+
"mean_r": 0.13183280403047448,
|
| 171 |
+
"median_r": 0.1190577130534968,
|
| 172 |
+
"n_voxels": 100,
|
| 173 |
+
"n_predictable": 100
|
| 174 |
+
},
|
| 175 |
+
"aTL-faces": {
|
| 176 |
+
"mean_r": 0.13511725698714935,
|
| 177 |
+
"median_r": 0.106550233978432,
|
| 178 |
+
"n_voxels": 80,
|
| 179 |
+
"n_predictable": 80
|
| 180 |
+
},
|
| 181 |
+
"OPA": {
|
| 182 |
+
"mean_r": 0.15565985234074164,
|
| 183 |
+
"median_r": 0.13925283166007896,
|
| 184 |
+
"n_voxels": 250,
|
| 185 |
+
"n_predictable": 250
|
| 186 |
+
},
|
| 187 |
+
"PPA": {
|
| 188 |
+
"mean_r": 0.16179803529106362,
|
| 189 |
+
"median_r": 0.14033121120442632,
|
| 190 |
+
"n_voxels": 500,
|
| 191 |
+
"n_predictable": 500
|
| 192 |
+
},
|
| 193 |
+
"RSC": {
|
| 194 |
+
"mean_r": 0.1626838750376979,
|
| 195 |
+
"median_r": 0.15481271233207292,
|
| 196 |
+
"n_voxels": 350,
|
| 197 |
+
"n_predictable": 349
|
| 198 |
+
},
|
| 199 |
+
"OWFA": {
|
| 200 |
+
"mean_r": 0.16034648214400274,
|
| 201 |
+
"median_r": 0.14209077124432096,
|
| 202 |
+
"n_voxels": 100,
|
| 203 |
+
"n_predictable": 100
|
| 204 |
+
},
|
| 205 |
+
"VWFA-1": {
|
| 206 |
+
"mean_r": 0.16642322624290365,
|
| 207 |
+
"median_r": 0.167243692354657,
|
| 208 |
+
"n_voxels": 200,
|
| 209 |
+
"n_predictable": 200
|
| 210 |
+
},
|
| 211 |
+
"VWFA-2": {
|
| 212 |
+
"mean_r": 0.15615810187610105,
|
| 213 |
+
"median_r": 0.15019109233751568,
|
| 214 |
+
"n_voxels": 150,
|
| 215 |
+
"n_predictable": 150
|
| 216 |
+
},
|
| 217 |
+
"mfs-words": {
|
| 218 |
+
"mean_r": 0.1335864895639431,
|
| 219 |
+
"median_r": 0.11537763087184802,
|
| 220 |
+
"n_voxels": 80,
|
| 221 |
+
"n_predictable": 80
|
| 222 |
+
},
|
| 223 |
+
"mTL-words": {
|
| 224 |
+
"mean_r": 0.14322269584286518,
|
| 225 |
+
"median_r": 0.13234912964850346,
|
| 226 |
+
"n_voxels": 60,
|
| 227 |
+
"n_predictable": 59
|
| 228 |
+
}
|
| 229 |
+
},
|
| 230 |
+
"ridge_roi_metrics": {
|
| 231 |
+
"V1v": {
|
| 232 |
+
"mean_r": 0.17457817850313379,
|
| 233 |
+
"median_r": 0.1576657250312089,
|
| 234 |
+
"n_voxels": 800
|
| 235 |
+
},
|
| 236 |
+
"V1d": {
|
| 237 |
+
"mean_r": 0.17377368485281616,
|
| 238 |
+
"median_r": 0.1534918131099834,
|
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