DREAM: A Toolbox to Decode Rhythms of the Brain System
Frequency Classes
Rhythms of the brain are generated by neural oscillations across multiple frequencies,which can be observed with multiple modalities. Following the natural log linear law of frequency distribution, these oscillations can be decomposed into distinct frequency intervals associated with specific physiological processes.
Data Table:
Shape is: (1200, 400)only show 10 time points
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | 100 | 101 | 102 | 103 | 104 | 105 | 106 | 107 | 108 | 109 | 110 | 111 | 112 | 113 | 114 | 115 | 116 | 117 | 118 | 119 | 120 | 121 | 122 | 123 | 124 | 125 | 126 | 127 | 128 | 129 | 130 | 131 | 132 | 133 | 134 | 135 | 136 | 137 | 138 | 139 | 140 | 141 | 142 | 143 | 144 | 145 | 146 | 147 | 148 | 149 | 150 | 151 | 152 | 153 | 154 | 155 | 156 | 157 | 158 | 159 | 160 | 161 | 162 | 163 | 164 | 165 | 166 | 167 | 168 | 169 | 170 | 171 | 172 | 173 | 174 | 175 | 176 | 177 | 178 | 179 | 180 | 181 | 182 | 183 | 184 | 185 | 186 | 187 | 188 | 189 | 190 | 191 | 192 | 193 | 194 | 195 | 196 | 197 | 198 | 199 | 200 | 201 | 202 | 203 | 204 | 205 | 206 | 207 | 208 | 209 | 210 | 211 | 212 | 213 | 214 | 215 | 216 | 217 | 218 | 219 | 220 | 221 | 222 | 223 | 224 | 225 | 226 | 227 | 228 | 229 | 230 | 231 | 232 | 233 | 234 | 235 | 236 | 237 | 238 | 239 | 240 | 241 | 242 | 243 | 244 | 245 | 246 | 247 | 248 | 249 | 250 | 251 | 252 | 253 | 254 | 255 | 256 | 257 | 258 | 259 | 260 | 261 | 262 | 263 | 264 | 265 | 266 | 267 | 268 | 269 | 270 | 271 | 272 | 273 | 274 | 275 | 276 | 277 | 278 | 279 | 280 | 281 | 282 | 283 | 284 | 285 | 286 | 287 | 288 | 289 | 290 | 291 | 292 | 293 | 294 | 295 | 296 | 297 | 298 | 299 | 300 | 301 | 302 | 303 | 304 | 305 | 306 | 307 | 308 | 309 | 310 | 311 | 312 | 313 | 314 | 315 | 316 | 317 | 318 | 319 | 320 | 321 | 322 | 323 | 324 | 325 | 326 | 327 | 328 | 329 | 330 | 331 | 332 | 333 | 334 | 335 | 336 | 337 | 338 | 339 | 340 | 341 | 342 | 343 | 344 | 345 | 346 | 347 | 348 | 349 | 350 | 351 | 352 | 353 | 354 | 355 | 356 | 357 | 358 | 359 | 360 | 361 | 362 | 363 | 364 | 365 | 366 | 367 | 368 | 369 | 370 | 371 | 372 | 373 | 374 | 375 | 376 | 377 | 378 | 379 | 380 | 381 | 382 | 383 | 384 | 385 | 386 | 387 | 388 | 389 | 390 | 391 | 392 | 393 | 394 | 395 | 396 | 397 | 398 | 399 | |
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| 0 | -1.0030 | -1.88220 | 1.96090 | 7.7015 | 9.6851 | 7.3993 | 3.8309 | 0.49895 | 1.7023 | -0.036664 | 0.46828 | -1.2646 | -2.8122 | 1.1118 | -3.6816 | -8.0238 | 5.5732 | 0.4246 | -5.8710 | -2.1946 | -2.2435 | -3.6616 | -2.3320 | -0.9886 | 8.02640 | -0.604850 | 0.85292 | 1.809800 | 1.471500 | 4.0216 | 1.5478 | 4.3420 | 1.6693 | 1.7385 | 0.73493 | 0.65567 | 0.75783 | 2.971200 | -1.82110 | 2.2990 | -0.089863 | 1.159300 | -1.9058 | 0.78575 | 2.16220 | 3.4778 | -0.56904 | -0.25617 | 4.6300 | 1.3934 | -1.6225 | 0.83203 | -0.5597 | -0.079822 | 1.3043 | 1.14240 | 4.8723 | 2.3203 | 0.83497 | -3.3079 | 0.4558 | -3.5293 | 2.0473 | -1.4220 | -2.2106 | 0.50944 | -0.96516 | -0.37987 | 0.4078 | -3.1860 | -1.8257 | 0.23696 | -1.6906 | 1.6717 | -3.0913 | 2.24700 | -1.2003 | 1.7594 | -1.0085 | -0.94168 | -1.27210 | 0.48585 | -3.614 | -2.1389 | 0.68151 | 1.1823 | 1.87260 | 0.88227 | -2.29770 | 0.56533 | -2.0603 | -0.6016 | -2.16800 | 0.71509 | 7.6717 | 5.4852 | 3.5934 | 2.342300 | 4.6134 | -0.21811 | 2.2685 | 0.099908 | -0.10017 | -0.97003 | -6.2607 | 4.7816 | -3.6343 | -0.59536 | -2.7993 | -0.68309 | -3.8707 | 5.0128 | 1.7286 | 3.0025 | -0.53486 | -2.0940 | 2.52370 | -1.9331 | -1.20230 | 4.0722 | -1.7171 | 0.39898 | 2.1125 | -2.4778 | -2.0943 | 1.4657 | -1.9972 | -1.5191 | -0.93917 | -2.1680 | -2.3203 | -3.5986 | 2.21580 | 3.6457 | 0.47047 | 8.6519 | 1.789 | 3.8617 | -1.9866 | 1.9248 | 3.8190 | -2.4832 | 0.36173 | 8.7657 | -0.78031 | -0.70353 | 9.8530 | 17.8190 | 0.82479 | 2.2838 | 3.2959 | -1.0983 | 3.3514 | 8.6359 | 3.6479 | 2.87540 | 5.9088 | 7.6012 | 3.6136 | 4.464400 | -1.911 | -4.5643 | 2.8183 | 4.9551 | -2.1815 | 7.4370 | 0.88051 | 2.97300 | -0.51028 | 0.98306 | 4.0425 | 1.7251 | 0.11914 | 1.2482 | 2.52370 | 2.9854 | 3.3972 | 2.9904 | 1.6047 | 2.6059 | 1.1311 | -0.10894 | 5.63760 | -0.51926 | 0.47449 | 1.0017 | 1.0241 | 0.58209 | 12.50800 | 2.6964 | -0.095985 | 5.4369 | -6.0151 | -7.2931 | -1.71970 | 0.31581 | 3.1788 | -1.9650 | -1.8010 | 3.6898 | -0.23521 | 1.3733 | -1.3094 | 5.4849 | 5.9379 | 9.1822 | 4.2163 | 4.7693 | -0.5965 | 2.27930 | 2.755800 | -1.3884 | -0.40722 | 11.762 | -3.4915 | -6.8282 | -9.197 | -1.3968 | -4.3660 | -2.9631 | 3.23350 | 0.62026 | 0.33269 | 0.83267 | 3.6012 | 0.8732 | 1.4217 | 3.7711 | 3.09930 | 3.6765 | 2.4525 | 4.3106 | 0.53590 | 6.0354 | -0.82848 | 1.0866 | 0.21583 | -0.18515 | 5.1594 | 2.3834 | -0.053816 | 4.06610 | 2.6723 | 6.59190 | 2.047 | 3.77650 | -2.8734 | -1.9429 | 9.0126 | -7.9786 | 1.0970 | 4.4348 | -2.0153 | -2.58160 | 0.5863 | 3.1678 | 1.1239 | 0.45529 | -0.28635 | 3.3428 | 4.1523 | 3.8931 | 2.8705 | 1.5525 | 1.3360 | -0.33789 | -0.3236 | -0.11843 | -0.17569 | -0.83907 | -0.3421 | 0.87324 | 4.3859 | -2.5064 | -3.3816 | 0.79606 | -5.9749 | 1.44770 | 0.18875 | 0.14513 | 0.61212 | 1.6636 | 2.7577 | 0.262060 | 5.3397 | -0.31116 | 2.7463 | -0.53697 | -0.99956 | 7.632 | 2.0504 | -0.068856 | -0.053583 | 0.45045 | 3.6399 | -3.6547 | 3.6089 | 3.2768 | 2.3037 | -0.8068 | 1.6861 | 1.3239 | 3.8283 | 10.7360 | 4.0907 | 5.4125 | 7.38540 | 3.7125 | 8.35080 | 5.7350 | 1.9399 | 2.8368 | -7.49790 | 5.6202 | 5.0949 | 10.857 | 3.7568 | 0.16907 | 2.39780 | 2.2336 | -2.2197 | -0.58593 | 3.4158 | 3.8257 | 0.75993 | 1.0312 | 9.3335 | 3.6305 | 3.9855 | -3.5975 | 1.87400 | 4.6423 | 2.9303 | 5.21850 | 4.2944 | 5.5828 | 0.94421 | 5.42790 | 13.5810 | 6.6499 | 3.6951 | 6.3302 | 8.7424 | 4.0261 | 2.8144 | 6.9287 | 3.31330 | 7.4179 | 6.4527 | 3.5109 | 0.057659 | 7.9148 | 1.8305 | 3.6195 | 3.50480 | 13.897 | 13.870 | 1.0286 | 3.4976 | 3.4237 | 1.383 | 3.7454 | 0.80779 | 5.1393 | 0.74157 | 2.3305 | 0.96359 | -4.5961 | 3.1238 | 4.0422 | 2.3166 | 5.0106 | -4.9462 | 4.41360 | 3.7878 | 8.0385 | 0.65325 | 4.6390 | 2.4418 | 5.5480 | 1.2068 | 8.8497 | 5.8896 | 6.4286 | 2.6445 | 1.3826 | -1.3986 | 0.20967 | 1.1377 | -3.4038 | 4.2027 | 3.3176 | 1.6758 | 4.3368 | 1.3030 | 0.65605 | 4.7644 | 3.4346 | 0.40418 | 1.8582 |
| 1 | -7.4031 | -4.92040 | -0.70746 | -3.3352 | -5.5118 | -8.5152 | -12.5230 | 6.40190 | -8.7568 | -10.566000 | -5.23560 | -10.0920 | -19.0930 | 7.6552 | -6.7370 | -26.5880 | -21.5660 | -2.0121 | -8.4691 | -11.1800 | -9.3660 | -8.0818 | -9.4704 | -17.1300 | 5.45600 | 0.069771 | 0.85554 | 1.036300 | -0.842030 | -2.2336 | -1.7430 | -2.4058 | 2.8787 | -4.5970 | 4.42600 | -4 |