We use cookies to ensure you get the best experience on our website
Home Explore Help News
Register Sign In
SW_lab
/
Anesthesia_CA1
DOI
10.12751/g-node.lkx6kk
1
1
Fork 1
Files Issues 0 Pull Requests 0 Wiki
Tree: a48f286f93
Branches Tags
Anesthesia_CA1
/
validation
/
calcium_imaging_transition_state
/
ROIs
/
F0
/
26_post360_ROIs.svg

26_post360_ROIs.svg 124 KB
History Download

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405 
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
    2. 

  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
    3. 

  3.   "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
    4. 

  4. <!-- Created with matplotlib (https://matplotlib.org/) -->
    5. 

  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. 

  6.  <metadata>
    7. 

  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. 

  8.    <cc:Work>
    9. 

  9.     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
    10. 

  10.     <dc:date>2021-05-06T00:00:01.021294</dc:date>
    11. 

  11.     <dc:format>image/svg+xml</dc:format>
    12. 

  12.     <dc:creator>
    13. 

  13.      <cc:Agent>
    14. 

  14.       <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>
    15. 

  15.      </cc:Agent>
    16. 

  16.     </dc:creator>
    17. 

  17.    </cc:Work>
    18. 

  18.   </rdf:RDF>
    19. 

  19.  </metadata>
    20. 

  20.  <defs>
    21. 

  21.   <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
    22. 

  22.  </defs>
    23. 

  23.  <g id="figure_1">
    24. 

  24.   <g id="patch_1">
    25. 

  25.    <path d="M 0 345.6 
    26. 

  26. L 460.8 345.6 
    27. 

  27. L 460.8 0 
    28. 

  28. L 0 0 
    29. 

  29. z
    30. 

  30. " style="fill:#ffffff;"/>
    31. 

  31.   </g>
    32. 

  32.   <g id="axes_1">
    33. 

  33.    <g id="patch_2">
    34. 

  34.     <path d="M 103.104 307.584 
    35. 

  35. L 369.216 307.584 
    36. 

  36. L 369.216 41.472 
    37. 

  37. L 103.104 41.472 
    38. 

  38. z
    39. 

  39. " style="fill:#ffffff;"/>
    40. 

  40.    </g>
    41. 

  41.    <g clip-path="url(#p3ba8af78f4)">
    42. 

  42.     <image height="266.4" id="imageee3d231bfe" transform="scale(1 -1)translate(0 -266.4)" width="266.4" x="103" xlink:href="data:image/png;base64,
    43. 

  43. 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" y="-41.2"/>
    44. 

  44.    </g>
    45. 

  45.    <g id="matplotlib.axis_1">
    46. 

  46.     <g id="xtick_1">
    47. 

  47.      <g id="line2d_1">
    48. 

  48.       <defs>
    49. 

  49.        <path d="M 0 0 
    50. 

  50. L 0 3.5 
    51. 

  51. " id="m9a54d0c228" style="stroke:#000000;stroke-width:0.8;"/>
    52. 

  52.       </defs>
    53. 

  53.       <g>
    54. 

  54.        <use style="stroke:#000000;stroke-width:0.8;" x="103.363875" xlink:href="#m9a54d0c228" y="307.584"/>
    55. 

  55.       </g>
    56. 

  56.      </g>
    57. 

  57.      <g id="text_1">
    58. 

  58.       <!-- 0 -->
    59. 

  59.       <g transform="translate(100.182625 322.182437)scale(0.1 -0.1)">
    60. 

  60.        <defs>
    61. 

  61.         <path d="M 31.78125 66.40625 
    62. 

  62. Q 24.171875 66.40625 20.328125 58.90625 
    63. 

  63. Q 16.5 51.421875 16.5 36.375 
    64. 

  64. Q 16.5 21.390625 20.328125 13.890625 
    65. 

  65. Q 24.171875 6.390625 31.78125 6.390625 
    66. 

  66. Q 39.453125 6.390625 43.28125 13.890625 
    67. 

  67. Q 47.125 21.390625 47.125 36.375 
    68. 

  68. Q 47.125 51.421875 43.28125 58.90625 
    69. 

  69. Q 39.453125 66.40625 31.78125 66.40625 
    70. 

  70. z
    71. 

  71. M 31.78125 74.21875 
    72. 

  72. Q 44.046875 74.21875 50.515625 64.515625 
    73. 

  73. Q 56.984375 54.828125 56.984375 36.375 
    74. 

  74. Q 56.984375 17.96875 50.515625 8.265625 
    75. 

  75. Q 44.046875 -1.421875 31.78125 -1.421875 
    76. 

  76. Q 19.53125 -1.421875 13.0625 8.265625 
    77. 

  77. Q 6.59375 17.96875 6.59375 36.375 
    78. 

  78. Q 6.59375 54.828125 13.0625 64.515625 
    79. 

  79. Q 19.53125 74.21875 31.78125 74.21875 
    80. 

  80. z
    81. 

  81. " id="DejaVuSans-48"/>
    82. 

  82.        </defs>
    83. 

  83.        <use xlink:href="#DejaVuSans-48"/>
    84. 

  84.       </g>
    85. 

  85.      </g>
    86. 

  86.     </g>
    87. 

  87.     <g id="xtick_2">
    88. 

  88.      <g id="line2d_2">
    89. 

  89.       <g>
    90. 

  90.        <use style="stroke:#000000;stroke-width:0.8;" x="155.338875" xlink:href="#m9a54d0c228" y="307.584"/>
    91. 

  91.       </g>
    92. 

  92.      </g>
    93. 

  93.      <g id="text_2">
    94. 

  94.       <!-- 100 -->
    95. 

  95.       <g transform="translate(145.795125 322.182437)scale(0.1 -0.1)">
    96. 

  96.        <defs>
    97. 

  97.         <path d="M 12.40625 8.296875 
    98. 

  98. L 28.515625 8.296875 
    99. 

  99. L 28.515625 63.921875 
    100. 

  100. L 10.984375 60.40625 
    101. 

  101. L 10.984375 69.390625 
    102. 

  102. L 28.421875 72.90625 
    103. 

  103. L 38.28125 72.90625 
    104. 

  104. L 38.28125 8.296875 
    105. 

  105. L 54.390625 8.296875 
    106. 

  106. L 54.390625 0 
    107. 

  107. L 12.40625 0 
    108. 

  108. z
    109. 

  109. " id="DejaVuSans-49"/>
    110. 

  110.        </defs>
    111. 

  111.        <use xlink:href="#DejaVuSans-49"/>
    112. 

  112.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    113. 

  113.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    114. 

  114.       </g>
    115. 

  115.      </g>
    116. 

  116.     </g>
    117. 

  117.     <g id="xtick_3">
    118. 

  118.      <g id="line2d_3">
    119. 

  119.       <g>
    120. 

  120.        <use style="stroke:#000000;stroke-width:0.8;" x="207.313875" xlink:href="#m9a54d0c228" y="307.584"/>
    121. 

  121.       </g>
    122. 

  122.      </g>
    123. 

  123.      <g id="text_3">
    124. 

  124.       <!-- 200 -->
    125. 

  125.       <g transform="translate(197.770125 322.182437)scale(0.1 -0.1)">
    126. 

  126.        <defs>
    127. 

  127.         <path d="M 19.1875 8.296875 
    128. 

  128. L 53.609375 8.296875 
    129. 

  129. L 53.609375 0 
    130. 

  130. L 7.328125 0 
    131. 

  131. L 7.328125 8.296875 
    132. 

  132. Q 12.9375 14.109375 22.625 23.890625 
    133. 

  133. Q 32.328125 33.6875 34.8125 36.53125 
    134. 

  134. Q 39.546875 41.84375 41.421875 45.53125 
    135. 

  135. Q 43.3125 49.21875 43.3125 52.78125 
    136. 

  136. Q 43.3125 58.59375 39.234375 62.25 
    137. 

  137. Q 35.15625 65.921875 28.609375 65.921875 
    138. 

  138. Q 23.96875 65.921875 18.8125 64.3125 
    139. 

  139. Q 13.671875 62.703125 7.8125 59.421875 
    140. 

  140. L 7.8125 69.390625 
    141. 

  141. Q 13.765625 71.78125 18.9375 73 
    142. 

  142. Q 24.125 74.21875 28.421875 74.21875 
    143. 

  143. Q 39.75 74.21875 46.484375 68.546875 
    144. 

  144. Q 53.21875 62.890625 53.21875 53.421875 
    145. 

  145. Q 53.21875 48.921875 51.53125 44.890625 
    146. 

  146. Q 49.859375 40.875 45.40625 35.40625 
    147. 

  147. Q 44.1875 33.984375 37.640625 27.21875 
    148. 

  148. Q 31.109375 20.453125 19.1875 8.296875 
    149. 

  149. z
    150. 

  150. " id="DejaVuSans-50"/>
    151. 

  151.        </defs>
    152. 

  152.        <use xlink:href="#DejaVuSans-50"/>
    153. 

  153.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    154. 

  154.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    155. 

  155.       </g>
    156. 

  156.      </g>
    157. 

  157.     </g>
    158. 

  158.     <g id="xtick_4">
    159. 

  159.      <g id="line2d_4">
    160. 

  160.       <g>
    161. 

  161.        <use style="stroke:#000000;stroke-width:0.8;" x="259.288875" xlink:href="#m9a54d0c228" y="307.584"/>
    162. 

  162.       </g>
    163. 

  163.      </g>
    164. 

  164.      <g id="text_4">
    165. 

  165.       <!-- 300 -->
    166. 

  166.       <g transform="translate(249.745125 322.182437)scale(0.1 -0.1)">
    167. 

  167.        <defs>
    168. 

  168.         <path d="M 40.578125 39.3125 
    169. 

  169. Q 47.65625 37.796875 51.625 33 
    170. 

  170. Q 55.609375 28.21875 55.609375 21.1875 
    171. 

  171. Q 55.609375 10.40625 48.1875 4.484375 
    172. 

  172. Q 40.765625 -1.421875 27.09375 -1.421875 
    173. 

  173. Q 22.515625 -1.421875 17.65625 -0.515625 
    174. 

  174. Q 12.796875 0.390625 7.625 2.203125 
    175. 

  175. L 7.625 11.71875 
    176. 

  176. Q 11.71875 9.328125 16.59375 8.109375 
    177. 

  177. Q 21.484375 6.890625 26.8125 6.890625 
    178. 

  178. Q 36.078125 6.890625 40.9375 10.546875 
    179. 

  179. Q 45.796875 14.203125 45.796875 21.1875 
    180. 

  180. Q 45.796875 27.640625 41.28125 31.265625 
    181. 

  181. Q 36.765625 34.90625 28.71875 34.90625 
    182. 

  182. L 20.21875 34.90625 
    183. 

  183. L 20.21875 43.015625 
    184. 

  184. L 29.109375 43.015625 
    185. 

  185. Q 36.375 43.015625 40.234375 45.921875 
    186. 

  186. Q 44.09375 48.828125 44.09375 54.296875 
    187. 

  187. Q 44.09375 59.90625 40.109375 62.90625 
    188. 

  188. Q 36.140625 65.921875 28.71875 65.921875 
    189. 

  189. Q 24.65625 65.921875 20.015625 65.03125 
    190. 

  190. Q 15.375 64.15625 9.8125 62.3125 
    191. 

  191. L 9.8125 71.09375 
    192. 

  192. Q 15.4375 72.65625 20.34375 73.4375 
    193. 

  193. Q 25.25 74.21875 29.59375 74.21875 
    194. 

  194. Q 40.828125 74.21875 47.359375 69.109375 
    195. 

  195. Q 53.90625 64.015625 53.90625 55.328125 
    196. 

  196. Q 53.90625 49.265625 50.4375 45.09375 
    197. 

  197. Q 46.96875 40.921875 40.578125 39.3125 
    198. 

  198. z
    199. 

  199. " id="DejaVuSans-51"/>
    200. 

  200.        </defs>
    201. 

  201.        <use xlink:href="#DejaVuSans-51"/>
    202. 

  202.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    203. 

  203.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    204. 

  204.       </g>
    205. 

  205.      </g>
    206. 

  206.     </g>
    207. 

  207.     <g id="xtick_5">
    208. 

  208.      <g id="line2d_5">
    209. 

  209.       <g>
    210. 

  210.        <use style="stroke:#000000;stroke-width:0.8;" x="311.263875" xlink:href="#m9a54d0c228" y="307.584"/>
    211. 

  211.       </g>
    212. 

  212.      </g>
    213. 

  213.      <g id="text_5">
    214. 

  214.       <!-- 400 -->
    215. 

  215.       <g transform="translate(301.720125 322.182437)scale(0.1 -0.1)">
    216. 

  216.        <defs>
    217. 

  217.         <path d="M 37.796875 64.3125 
    218. 

  218. L 12.890625 25.390625 
    219. 

  219. L 37.796875 25.390625 
    220. 

  220. z
    221. 

  221. M 35.203125 72.90625 
    222. 

  222. L 47.609375 72.90625 
    223. 

  223. L 47.609375 25.390625 
    224. 

  224. L 58.015625 25.390625 
    225. 

  225. L 58.015625 17.1875 
    226. 

  226. L 47.609375 17.1875 
    227. 

  227. L 47.609375 0 
    228. 

  228. L 37.796875 0 
    229. 

  229. L 37.796875 17.1875 
    230. 

  230. L 4.890625 17.1875 
    231. 

  231. L 4.890625 26.703125 
    232. 

  232. z
    233. 

  233. " id="DejaVuSans-52"/>
    234. 

  234.        </defs>
    235. 

  235.        <use xlink:href="#DejaVuSans-52"/>
    236. 

  236.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    237. 

  237.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    238. 

  238.       </g>
    239. 

  239.      </g>
    240. 

  240.     </g>
    241. 

  241.     <g id="xtick_6">
    242. 

  242.      <g id="line2d_6">
    243. 

  243.       <g>
    244. 

  244.        <use style="stroke:#000000;stroke-width:0.8;" x="363.238875" xlink:href="#m9a54d0c228" y="307.584"/>
    245. 

  245.       </g>
    246. 

  246.      </g>
    247. 

  247.      <g id="text_6">
    248. 

  248.       <!-- 500 -->
    249. 

  249.       <g transform="translate(353.695125 322.182437)scale(0.1 -0.1)">
    250. 

  250.        <defs>
    251. 

  251.         <path d="M 10.796875 72.90625 
    252. 

  252. L 49.515625 72.90625 
    253. 

  253. L 49.515625 64.59375 
    254. 

  254. L 19.828125 64.59375 
    255. 

  255. L 19.828125 46.734375 
    256. 

  256. Q 21.96875 47.46875 24.109375 47.828125 
    257. 

  257. Q 26.265625 48.1875 28.421875 48.1875 
    258. 

  258. Q 40.625 48.1875 47.75 41.5 
    259. 

  259. Q 54.890625 34.8125 54.890625 23.390625 
    260. 

  260. Q 54.890625 11.625 47.5625 5.09375 
    261. 

  261. Q 40.234375 -1.421875 26.90625 -1.421875 
    262. 

  262. Q 22.3125 -1.421875 17.546875 -0.640625 
    263. 

  263. Q 12.796875 0.140625 7.71875 1.703125 
    264. 

  264. L 7.71875 11.625 
    265. 

  265. Q 12.109375 9.234375 16.796875 8.0625 
    266. 

  266. Q 21.484375 6.890625 26.703125 6.890625 
    267. 

  267. Q 35.15625 6.890625 40.078125 11.328125 
    268. 

  268. Q 45.015625 15.765625 45.015625 23.390625 
    269. 

  269. Q 45.015625 31 40.078125 35.4375 
    270. 

  270. Q 35.15625 39.890625 26.703125 39.890625 
    271. 

  271. Q 22.75 39.890625 18.8125 39.015625 
    272. 

  272. Q 14.890625 38.140625 10.796875 36.28125 
    273. 

  273. z
    274. 

  274. " id="DejaVuSans-53"/>
    275. 

  275.        </defs>
    276. 

  276.        <use xlink:href="#DejaVuSans-53"/>
    277. 

  277.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    278. 

  278.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    279. 

  279.       </g>
    280. 

  280.      </g>
    281. 

  281.     </g>
    282. 

  282.    </g>
    283. 

  283.    <g id="matplotlib.axis_2">
    284. 

  284.     <g id="ytick_1">
    285. 

  285.      <g id="line2d_7">
    286. 

  286.       <defs>
    287. 

  287.        <path d="M 0 0 
    288. 

  288. L -3.5 0 
    289. 

  289. " id="m608f96866d" style="stroke:#000000;stroke-width:0.8;"/>
    290. 

  290.       </defs>
    291. 

  291.       <g>
    292. 

  292.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="41.731875"/>
    293. 

  293.       </g>
    294. 

  294.      </g>
    295. 

  295.      <g id="text_7">
    296. 

  296.       <!-- 0 -->
    297. 

  297.       <g transform="translate(89.7415 45.531094)scale(0.1 -0.1)">
    298. 

  298.        <use xlink:href="#DejaVuSans-48"/>
    299. 

  299.       </g>
    300. 

  300.      </g>
    301. 

  301.     </g>
    302. 

  302.     <g id="ytick_2">
    303. 

  303.      <g id="line2d_8">
    304. 

  304.       <g>
    305. 

  305.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="93.706875"/>
    306. 

  306.       </g>
    307. 

  307.      </g>
    308. 

  308.      <g id="text_8">
    309. 

  309.       <!-- 100 -->
    310. 

  310.       <g transform="translate(77.0165 97.506094)scale(0.1 -0.1)">
    311. 

  311.        <use xlink:href="#DejaVuSans-49"/>
    312. 

  312.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    313. 

  313.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    314. 

  314.       </g>
    315. 

  315.      </g>
    316. 

  316.     </g>
    317. 

  317.     <g id="ytick_3">
    318. 

  318.      <g id="line2d_9">
    319. 

  319.       <g>
    320. 

  320.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="145.681875"/>
    321. 

  321.       </g>
    322. 

  322.      </g>
    323. 

  323.      <g id="text_9">
    324. 

  324.       <!-- 200 -->
    325. 

  325.       <g transform="translate(77.0165 149.481094)scale(0.1 -0.1)">
    326. 

  326.        <use xlink:href="#DejaVuSans-50"/>
    327. 

  327.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    328. 

  328.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    329. 

  329.       </g>
    330. 

  330.      </g>
    331. 

  331.     </g>
    332. 

  332.     <g id="ytick_4">
    333. 

  333.      <g id="line2d_10">
    334. 

  334.       <g>
    335. 

  335.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="197.656875"/>
    336. 

  336.       </g>
    337. 

  337.      </g>
    338. 

  338.      <g id="text_10">
    339. 

  339.       <!-- 300 -->
    340. 

  340.       <g transform="translate(77.0165 201.456094)scale(0.1 -0.1)">
    341. 

  341.        <use xlink:href="#DejaVuSans-51"/>
    342. 

  342.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    343. 

  343.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    344. 

  344.       </g>
    345. 

  345.      </g>
    346. 

  346.     </g>
    347. 

  347.     <g id="ytick_5">
    348. 

  348.      <g id="line2d_11">
    349. 

  349.       <g>
    350. 

  350.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="249.631875"/>
    351. 

  351.       </g>
    352. 

  352.      </g>
    353. 

  353.      <g id="text_11">
    354. 

  354.       <!-- 400 -->
    355. 

  355.       <g transform="translate(77.0165 253.431094)scale(0.1 -0.1)">
    356. 

  356.        <use xlink:href="#DejaVuSans-52"/>
    357. 

  357.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    358. 

  358.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    359. 

  359.       </g>
    360. 

  360.      </g>
    361. 

  361.     </g>
    362. 

  362.     <g id="ytick_6">
    363. 

  363.      <g id="line2d_12">
    364. 

  364.       <g>
    365. 

  365.        <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m608f96866d" y="301.606875"/>
    366. 

  366.       </g>
    367. 

  367.      </g>
    368. 

  368.      <g id="text_12">
    369. 

  369.       <!-- 500 -->
    370. 

  370.       <g transform="translate(77.0165 305.406094)scale(0.1 -0.1)">
    371. 

  371.        <use xlink:href="#DejaVuSans-53"/>
    372. 

  372.        <use x="63.623047" xlink:href="#DejaVuSans-48"/>
    373. 

  373.        <use x="127.246094" xlink:href="#DejaVuSans-48"/>
    374. 

  374.       </g>
    375. 

  375.      </g>
    376. 

  376.     </g>
    377. 

  377.    </g>
    378. 

  378.    <g id="patch_3">
    379. 

  379.     <path d="M 103.104 307.584 
    380. 

  380. L 103.104 41.472 
    381. 

  381. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
    382. 

  382.    </g>
    383. 

  383.    <g id="patch_4">
    384. 

  384.     <path d="M 369.216 307.584 
    385. 

  385. L 369.216 41.472 
    386. 

  386. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
    387. 

  387.    </g>
    388. 

  388.    <g id="patch_5">
    389. 

  389.     <path d="M 103.104 307.584 
    390. 

  390. L 369.216 307.584 
    391. 

  391. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
    392. 

  392.    </g>
    393. 

  393.    <g id="patch_6">
    394. 

  394.     <path d="M 103.104 41.472 
    395. 

  395. L 369.216 41.472 
    396. 

  396. " style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
    397. 

  397.    </g>
    398. 

  398.   </g>
    399. 

  399.  </g>
    400. 

  400.  <defs>
    401. 

  401.   <clipPath id="p3ba8af78f4">
    402. 

  402.    <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
    403. 

  403.   </clipPath>
    404. 

  404.  </defs>
    405. 

  405. </svg>
    406.