29_awake3_ROIs.svg 88 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (https://matplotlib.org/) -->
  5. <svg height="345.6pt" version="1.1" viewBox="0 0 460.8 345.6" width="460.8pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <metadata>
  7. <rdf:RDF xmlns:cc="http://creativecommons.org/ns#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
  8. <cc:Work>
  9. <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
  10. <dc:date>2021-05-05T23:47:06.717757</dc:date>
  11. <dc:format>image/svg+xml</dc:format>
  12. <dc:creator>
  13. <cc:Agent>
  14. <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>
  15. </cc:Agent>
  16. </dc:creator>
  17. </cc:Work>
  18. </rdf:RDF>
  19. </metadata>
  20. <defs>
  21. <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
  22. </defs>
  23. <g id="figure_1">
  24. <g id="patch_1">
  25. <path d="M 0 345.6
  26. L 460.8 345.6
  27. L 460.8 0
  28. L 0 0
  29. z
  30. " style="fill:#ffffff;"/>
  31. </g>
  32. <g id="axes_1">
  33. <g id="patch_2">
  34. <path d="M 103.104 307.584
  35. L 369.216 307.584
  36. L 369.216 41.472
  37. L 103.104 41.472
  38. z
  39. " style="fill:#ffffff;"/>
  40. </g>
  41. <g clip-path="url(#pf06896c175)">
  42. <image height="266.4" id="image03b7d91e06" transform="scale(1 -1)translate(0 -266.4)" width="266.4" x="103" xlink:href="data:image/png;base64,
  43. 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" y="-41.2"/>
  44. </g>
  45. <g id="matplotlib.axis_1">
  46. <g id="xtick_1">
  47. <g id="line2d_1">
  48. <defs>
  49. <path d="M 0 0
  50. L 0 3.5
  51. " id="m36226caed4" style="stroke:#000000;stroke-width:0.8;"/>
  52. </defs>
  53. <g>
  54. <use style="stroke:#000000;stroke-width:0.8;" x="103.363875" xlink:href="#m36226caed4" y="307.584"/>
  55. </g>
  56. </g>
  57. <g id="text_1">
  58. <!-- 0 -->
  59. <g transform="translate(100.182625 322.182437)scale(0.1 -0.1)">
  60. <defs>
  61. <path d="M 31.78125 66.40625
  62. Q 24.171875 66.40625 20.328125 58.90625
  63. Q 16.5 51.421875 16.5 36.375
  64. Q 16.5 21.390625 20.328125 13.890625
  65. Q 24.171875 6.390625 31.78125 6.390625
  66. Q 39.453125 6.390625 43.28125 13.890625
  67. Q 47.125 21.390625 47.125 36.375
  68. Q 47.125 51.421875 43.28125 58.90625
  69. Q 39.453125 66.40625 31.78125 66.40625
  70. z
  71. M 31.78125 74.21875
  72. Q 44.046875 74.21875 50.515625 64.515625
  73. Q 56.984375 54.828125 56.984375 36.375
  74. Q 56.984375 17.96875 50.515625 8.265625
  75. Q 44.046875 -1.421875 31.78125 -1.421875
  76. Q 19.53125 -1.421875 13.0625 8.265625
  77. Q 6.59375 17.96875 6.59375 36.375
  78. Q 6.59375 54.828125 13.0625 64.515625
  79. Q 19.53125 74.21875 31.78125 74.21875
  80. z
  81. " id="DejaVuSans-48"/>
  82. </defs>
  83. <use xlink:href="#DejaVuSans-48"/>
  84. </g>
  85. </g>
  86. </g>
  87. <g id="xtick_2">
  88. <g id="line2d_2">
  89. <g>
  90. <use style="stroke:#000000;stroke-width:0.8;" x="155.338875" xlink:href="#m36226caed4" y="307.584"/>
  91. </g>
  92. </g>
  93. <g id="text_2">
  94. <!-- 100 -->
  95. <g transform="translate(145.795125 322.182437)scale(0.1 -0.1)">
  96. <defs>
  97. <path d="M 12.40625 8.296875
  98. L 28.515625 8.296875
  99. L 28.515625 63.921875
  100. L 10.984375 60.40625
  101. L 10.984375 69.390625
  102. L 28.421875 72.90625
  103. L 38.28125 72.90625
  104. L 38.28125 8.296875
  105. L 54.390625 8.296875
  106. L 54.390625 0
  107. L 12.40625 0
  108. z
  109. " id="DejaVuSans-49"/>
  110. </defs>
  111. <use xlink:href="#DejaVuSans-49"/>
  112. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  113. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  114. </g>
  115. </g>
  116. </g>
  117. <g id="xtick_3">
  118. <g id="line2d_3">
  119. <g>
  120. <use style="stroke:#000000;stroke-width:0.8;" x="207.313875" xlink:href="#m36226caed4" y="307.584"/>
  121. </g>
  122. </g>
  123. <g id="text_3">
  124. <!-- 200 -->
  125. <g transform="translate(197.770125 322.182437)scale(0.1 -0.1)">
  126. <defs>
  127. <path d="M 19.1875 8.296875
  128. L 53.609375 8.296875
  129. L 53.609375 0
  130. L 7.328125 0
  131. L 7.328125 8.296875
  132. Q 12.9375 14.109375 22.625 23.890625
  133. Q 32.328125 33.6875 34.8125 36.53125
  134. Q 39.546875 41.84375 41.421875 45.53125
  135. Q 43.3125 49.21875 43.3125 52.78125
  136. Q 43.3125 58.59375 39.234375 62.25
  137. Q 35.15625 65.921875 28.609375 65.921875
  138. Q 23.96875 65.921875 18.8125 64.3125
  139. Q 13.671875 62.703125 7.8125 59.421875
  140. L 7.8125 69.390625
  141. Q 13.765625 71.78125 18.9375 73
  142. Q 24.125 74.21875 28.421875 74.21875
  143. Q 39.75 74.21875 46.484375 68.546875
  144. Q 53.21875 62.890625 53.21875 53.421875
  145. Q 53.21875 48.921875 51.53125 44.890625
  146. Q 49.859375 40.875 45.40625 35.40625
  147. Q 44.1875 33.984375 37.640625 27.21875
  148. Q 31.109375 20.453125 19.1875 8.296875
  149. z
  150. " id="DejaVuSans-50"/>
  151. </defs>
  152. <use xlink:href="#DejaVuSans-50"/>
  153. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  154. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  155. </g>
  156. </g>
  157. </g>
  158. <g id="xtick_4">
  159. <g id="line2d_4">
  160. <g>
  161. <use style="stroke:#000000;stroke-width:0.8;" x="259.288875" xlink:href="#m36226caed4" y="307.584"/>
  162. </g>
  163. </g>
  164. <g id="text_4">
  165. <!-- 300 -->
  166. <g transform="translate(249.745125 322.182437)scale(0.1 -0.1)">
  167. <defs>
  168. <path d="M 40.578125 39.3125
  169. Q 47.65625 37.796875 51.625 33
  170. Q 55.609375 28.21875 55.609375 21.1875
  171. Q 55.609375 10.40625 48.1875 4.484375
  172. Q 40.765625 -1.421875 27.09375 -1.421875
  173. Q 22.515625 -1.421875 17.65625 -0.515625
  174. Q 12.796875 0.390625 7.625 2.203125
  175. L 7.625 11.71875
  176. Q 11.71875 9.328125 16.59375 8.109375
  177. Q 21.484375 6.890625 26.8125 6.890625
  178. Q 36.078125 6.890625 40.9375 10.546875
  179. Q 45.796875 14.203125 45.796875 21.1875
  180. Q 45.796875 27.640625 41.28125 31.265625
  181. Q 36.765625 34.90625 28.71875 34.90625
  182. L 20.21875 34.90625
  183. L 20.21875 43.015625
  184. L 29.109375 43.015625
  185. Q 36.375 43.015625 40.234375 45.921875
  186. Q 44.09375 48.828125 44.09375 54.296875
  187. Q 44.09375 59.90625 40.109375 62.90625
  188. Q 36.140625 65.921875 28.71875 65.921875
  189. Q 24.65625 65.921875 20.015625 65.03125
  190. Q 15.375 64.15625 9.8125 62.3125
  191. L 9.8125 71.09375
  192. Q 15.4375 72.65625 20.34375 73.4375
  193. Q 25.25 74.21875 29.59375 74.21875
  194. Q 40.828125 74.21875 47.359375 69.109375
  195. Q 53.90625 64.015625 53.90625 55.328125
  196. Q 53.90625 49.265625 50.4375 45.09375
  197. Q 46.96875 40.921875 40.578125 39.3125
  198. z
  199. " id="DejaVuSans-51"/>
  200. </defs>
  201. <use xlink:href="#DejaVuSans-51"/>
  202. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  203. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  204. </g>
  205. </g>
  206. </g>
  207. <g id="xtick_5">
  208. <g id="line2d_5">
  209. <g>
  210. <use style="stroke:#000000;stroke-width:0.8;" x="311.263875" xlink:href="#m36226caed4" y="307.584"/>
  211. </g>
  212. </g>
  213. <g id="text_5">
  214. <!-- 400 -->
  215. <g transform="translate(301.720125 322.182437)scale(0.1 -0.1)">
  216. <defs>
  217. <path d="M 37.796875 64.3125
  218. L 12.890625 25.390625
  219. L 37.796875 25.390625
  220. z
  221. M 35.203125 72.90625
  222. L 47.609375 72.90625
  223. L 47.609375 25.390625
  224. L 58.015625 25.390625
  225. L 58.015625 17.1875
  226. L 47.609375 17.1875
  227. L 47.609375 0
  228. L 37.796875 0
  229. L 37.796875 17.1875
  230. L 4.890625 17.1875
  231. L 4.890625 26.703125
  232. z
  233. " id="DejaVuSans-52"/>
  234. </defs>
  235. <use xlink:href="#DejaVuSans-52"/>
  236. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  237. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  238. </g>
  239. </g>
  240. </g>
  241. <g id="xtick_6">
  242. <g id="line2d_6">
  243. <g>
  244. <use style="stroke:#000000;stroke-width:0.8;" x="363.238875" xlink:href="#m36226caed4" y="307.584"/>
  245. </g>
  246. </g>
  247. <g id="text_6">
  248. <!-- 500 -->
  249. <g transform="translate(353.695125 322.182437)scale(0.1 -0.1)">
  250. <defs>
  251. <path d="M 10.796875 72.90625
  252. L 49.515625 72.90625
  253. L 49.515625 64.59375
  254. L 19.828125 64.59375
  255. L 19.828125 46.734375
  256. Q 21.96875 47.46875 24.109375 47.828125
  257. Q 26.265625 48.1875 28.421875 48.1875
  258. Q 40.625 48.1875 47.75 41.5
  259. Q 54.890625 34.8125 54.890625 23.390625
  260. Q 54.890625 11.625 47.5625 5.09375
  261. Q 40.234375 -1.421875 26.90625 -1.421875
  262. Q 22.3125 -1.421875 17.546875 -0.640625
  263. Q 12.796875 0.140625 7.71875 1.703125
  264. L 7.71875 11.625
  265. Q 12.109375 9.234375 16.796875 8.0625
  266. Q 21.484375 6.890625 26.703125 6.890625
  267. Q 35.15625 6.890625 40.078125 11.328125
  268. Q 45.015625 15.765625 45.015625 23.390625
  269. Q 45.015625 31 40.078125 35.4375
  270. Q 35.15625 39.890625 26.703125 39.890625
  271. Q 22.75 39.890625 18.8125 39.015625
  272. Q 14.890625 38.140625 10.796875 36.28125
  273. z
  274. " id="DejaVuSans-53"/>
  275. </defs>
  276. <use xlink:href="#DejaVuSans-53"/>
  277. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  278. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  279. </g>
  280. </g>
  281. </g>
  282. </g>
  283. <g id="matplotlib.axis_2">
  284. <g id="ytick_1">
  285. <g id="line2d_7">
  286. <defs>
  287. <path d="M 0 0
  288. L -3.5 0
  289. " id="m10faad25e4" style="stroke:#000000;stroke-width:0.8;"/>
  290. </defs>
  291. <g>
  292. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="41.731875"/>
  293. </g>
  294. </g>
  295. <g id="text_7">
  296. <!-- 0 -->
  297. <g transform="translate(89.7415 45.531094)scale(0.1 -0.1)">
  298. <use xlink:href="#DejaVuSans-48"/>
  299. </g>
  300. </g>
  301. </g>
  302. <g id="ytick_2">
  303. <g id="line2d_8">
  304. <g>
  305. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="93.706875"/>
  306. </g>
  307. </g>
  308. <g id="text_8">
  309. <!-- 100 -->
  310. <g transform="translate(77.0165 97.506094)scale(0.1 -0.1)">
  311. <use xlink:href="#DejaVuSans-49"/>
  312. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  313. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  314. </g>
  315. </g>
  316. </g>
  317. <g id="ytick_3">
  318. <g id="line2d_9">
  319. <g>
  320. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="145.681875"/>
  321. </g>
  322. </g>
  323. <g id="text_9">
  324. <!-- 200 -->
  325. <g transform="translate(77.0165 149.481094)scale(0.1 -0.1)">
  326. <use xlink:href="#DejaVuSans-50"/>
  327. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  328. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  329. </g>
  330. </g>
  331. </g>
  332. <g id="ytick_4">
  333. <g id="line2d_10">
  334. <g>
  335. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="197.656875"/>
  336. </g>
  337. </g>
  338. <g id="text_10">
  339. <!-- 300 -->
  340. <g transform="translate(77.0165 201.456094)scale(0.1 -0.1)">
  341. <use xlink:href="#DejaVuSans-51"/>
  342. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  343. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  344. </g>
  345. </g>
  346. </g>
  347. <g id="ytick_5">
  348. <g id="line2d_11">
  349. <g>
  350. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="249.631875"/>
  351. </g>
  352. </g>
  353. <g id="text_11">
  354. <!-- 400 -->
  355. <g transform="translate(77.0165 253.431094)scale(0.1 -0.1)">
  356. <use xlink:href="#DejaVuSans-52"/>
  357. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  358. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  359. </g>
  360. </g>
  361. </g>
  362. <g id="ytick_6">
  363. <g id="line2d_12">
  364. <g>
  365. <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m10faad25e4" y="301.606875"/>
  366. </g>
  367. </g>
  368. <g id="text_12">
  369. <!-- 500 -->
  370. <g transform="translate(77.0165 305.406094)scale(0.1 -0.1)">
  371. <use xlink:href="#DejaVuSans-53"/>
  372. <use x="63.623047" xlink:href="#DejaVuSans-48"/>
  373. <use x="127.246094" xlink:href="#DejaVuSans-48"/>
  374. </g>
  375. </g>
  376. </g>
  377. </g>
  378. <g id="patch_3">
  379. <path d="M 103.104 307.584
  380. L 103.104 41.472
  381. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  382. </g>
  383. <g id="patch_4">
  384. <path d="M 369.216 307.584
  385. L 369.216 41.472
  386. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  387. </g>
  388. <g id="patch_5">
  389. <path d="M 103.104 307.584
  390. L 369.216 307.584
  391. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  392. </g>
  393. <g id="patch_6">
  394. <path d="M 103.104 41.472
  395. L 369.216 41.472
  396. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
  397. </g>
  398. </g>
  399. </g>
  400. <defs>
  401. <clipPath id="pf06896c175">
  402. <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
  403. </clipPath>
  404. </defs>
  405. </svg>