SW_lab
/
Anesthesia_CA1


			
			
				
					
						
							123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405
							<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (https://matplotlib.org/) -->
<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">
 <metadata>
  <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#">
   <cc:Work>
    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
    <dc:date>2021-05-05T23:59:58.661899</dc:date>
    <dc:format>image/svg+xml</dc:format>
    <dc:creator>
     <cc:Agent>
      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>
     </cc:Agent>
    </dc:creator>
   </cc:Work>
  </rdf:RDF>
 </metadata>
 <defs>
  <style type="text/css">*{stroke-linecap:butt;stroke-linejoin:round;}</style>
 </defs>
 <g id="figure_1">
  <g id="patch_1">
   <path d="M 0 345.6 
L 460.8 345.6 
L 460.8 0 
L 0 0 
z
" style="fill:#ffffff;"/>
  </g>
  <g id="axes_1">
   <g id="patch_2">
    <path d="M 103.104 307.584 
L 369.216 307.584 
L 369.216 41.472 
L 103.104 41.472 
z
" style="fill:#ffffff;"/>
   </g>
   <g clip-path="url(#pc8bb7116ac)">
    <image height="266.4" id="imageedf7897fa3" transform="scale(1 -1)translate(0 -266.4)" width="266.4" x="103" xlink:href="data:image/png;base64,
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" y="-41.2"/>
   </g>
   <g id="matplotlib.axis_1">
    <g id="xtick_1">
     <g id="line2d_1">
      <defs>
       <path d="M 0 0 
L 0 3.5 
" id="m743bfe0ab6" style="stroke:#000000;stroke-width:0.8;"/>
      </defs>
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.363875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_1">
      <!-- 0 -->
      <g transform="translate(100.182625 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 31.78125 66.40625 
Q 24.171875 66.40625 20.328125 58.90625 
Q 16.5 51.421875 16.5 36.375 
Q 16.5 21.390625 20.328125 13.890625 
Q 24.171875 6.390625 31.78125 6.390625 
Q 39.453125 6.390625 43.28125 13.890625 
Q 47.125 21.390625 47.125 36.375 
Q 47.125 51.421875 43.28125 58.90625 
Q 39.453125 66.40625 31.78125 66.40625 
z
M 31.78125 74.21875 
Q 44.046875 74.21875 50.515625 64.515625 
Q 56.984375 54.828125 56.984375 36.375 
Q 56.984375 17.96875 50.515625 8.265625 
Q 44.046875 -1.421875 31.78125 -1.421875 
Q 19.53125 -1.421875 13.0625 8.265625 
Q 6.59375 17.96875 6.59375 36.375 
Q 6.59375 54.828125 13.0625 64.515625 
Q 19.53125 74.21875 31.78125 74.21875 
z
" id="DejaVuSans-48"/>
       </defs>
       <use xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="xtick_2">
     <g id="line2d_2">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="155.338875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_2">
      <!-- 100 -->
      <g transform="translate(145.795125 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 12.40625 8.296875 
L 28.515625 8.296875 
L 28.515625 63.921875 
L 10.984375 60.40625 
L 10.984375 69.390625 
L 28.421875 72.90625 
L 38.28125 72.90625 
L 38.28125 8.296875 
L 54.390625 8.296875 
L 54.390625 0 
L 12.40625 0 
z
" id="DejaVuSans-49"/>
       </defs>
       <use xlink:href="#DejaVuSans-49"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="xtick_3">
     <g id="line2d_3">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="207.313875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_3">
      <!-- 200 -->
      <g transform="translate(197.770125 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 19.1875 8.296875 
L 53.609375 8.296875 
L 53.609375 0 
L 7.328125 0 
L 7.328125 8.296875 
Q 12.9375 14.109375 22.625 23.890625 
Q 32.328125 33.6875 34.8125 36.53125 
Q 39.546875 41.84375 41.421875 45.53125 
Q 43.3125 49.21875 43.3125 52.78125 
Q 43.3125 58.59375 39.234375 62.25 
Q 35.15625 65.921875 28.609375 65.921875 
Q 23.96875 65.921875 18.8125 64.3125 
Q 13.671875 62.703125 7.8125 59.421875 
L 7.8125 69.390625 
Q 13.765625 71.78125 18.9375 73 
Q 24.125 74.21875 28.421875 74.21875 
Q 39.75 74.21875 46.484375 68.546875 
Q 53.21875 62.890625 53.21875 53.421875 
Q 53.21875 48.921875 51.53125 44.890625 
Q 49.859375 40.875 45.40625 35.40625 
Q 44.1875 33.984375 37.640625 27.21875 
Q 31.109375 20.453125 19.1875 8.296875 
z
" id="DejaVuSans-50"/>
       </defs>
       <use xlink:href="#DejaVuSans-50"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="xtick_4">
     <g id="line2d_4">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="259.288875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_4">
      <!-- 300 -->
      <g transform="translate(249.745125 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 40.578125 39.3125 
Q 47.65625 37.796875 51.625 33 
Q 55.609375 28.21875 55.609375 21.1875 
Q 55.609375 10.40625 48.1875 4.484375 
Q 40.765625 -1.421875 27.09375 -1.421875 
Q 22.515625 -1.421875 17.65625 -0.515625 
Q 12.796875 0.390625 7.625 2.203125 
L 7.625 11.71875 
Q 11.71875 9.328125 16.59375 8.109375 
Q 21.484375 6.890625 26.8125 6.890625 
Q 36.078125 6.890625 40.9375 10.546875 
Q 45.796875 14.203125 45.796875 21.1875 
Q 45.796875 27.640625 41.28125 31.265625 
Q 36.765625 34.90625 28.71875 34.90625 
L 20.21875 34.90625 
L 20.21875 43.015625 
L 29.109375 43.015625 
Q 36.375 43.015625 40.234375 45.921875 
Q 44.09375 48.828125 44.09375 54.296875 
Q 44.09375 59.90625 40.109375 62.90625 
Q 36.140625 65.921875 28.71875 65.921875 
Q 24.65625 65.921875 20.015625 65.03125 
Q 15.375 64.15625 9.8125 62.3125 
L 9.8125 71.09375 
Q 15.4375 72.65625 20.34375 73.4375 
Q 25.25 74.21875 29.59375 74.21875 
Q 40.828125 74.21875 47.359375 69.109375 
Q 53.90625 64.015625 53.90625 55.328125 
Q 53.90625 49.265625 50.4375 45.09375 
Q 46.96875 40.921875 40.578125 39.3125 
z
" id="DejaVuSans-51"/>
       </defs>
       <use xlink:href="#DejaVuSans-51"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="xtick_5">
     <g id="line2d_5">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="311.263875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_5">
      <!-- 400 -->
      <g transform="translate(301.720125 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 37.796875 64.3125 
L 12.890625 25.390625 
L 37.796875 25.390625 
z
M 35.203125 72.90625 
L 47.609375 72.90625 
L 47.609375 25.390625 
L 58.015625 25.390625 
L 58.015625 17.1875 
L 47.609375 17.1875 
L 47.609375 0 
L 37.796875 0 
L 37.796875 17.1875 
L 4.890625 17.1875 
L 4.890625 26.703125 
z
" id="DejaVuSans-52"/>
       </defs>
       <use xlink:href="#DejaVuSans-52"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="xtick_6">
     <g id="line2d_6">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="363.238875" xlink:href="#m743bfe0ab6" y="307.584"/>
      </g>
     </g>
     <g id="text_6">
      <!-- 500 -->
      <g transform="translate(353.695125 322.182437)scale(0.1 -0.1)">
       <defs>
        <path d="M 10.796875 72.90625 
L 49.515625 72.90625 
L 49.515625 64.59375 
L 19.828125 64.59375 
L 19.828125 46.734375 
Q 21.96875 47.46875 24.109375 47.828125 
Q 26.265625 48.1875 28.421875 48.1875 
Q 40.625 48.1875 47.75 41.5 
Q 54.890625 34.8125 54.890625 23.390625 
Q 54.890625 11.625 47.5625 5.09375 
Q 40.234375 -1.421875 26.90625 -1.421875 
Q 22.3125 -1.421875 17.546875 -0.640625 
Q 12.796875 0.140625 7.71875 1.703125 
L 7.71875 11.625 
Q 12.109375 9.234375 16.796875 8.0625 
Q 21.484375 6.890625 26.703125 6.890625 
Q 35.15625 6.890625 40.078125 11.328125 
Q 45.015625 15.765625 45.015625 23.390625 
Q 45.015625 31 40.078125 35.4375 
Q 35.15625 39.890625 26.703125 39.890625 
Q 22.75 39.890625 18.8125 39.015625 
Q 14.890625 38.140625 10.796875 36.28125 
z
" id="DejaVuSans-53"/>
       </defs>
       <use xlink:href="#DejaVuSans-53"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
   </g>
   <g id="matplotlib.axis_2">
    <g id="ytick_1">
     <g id="line2d_7">
      <defs>
       <path d="M 0 0 
L -3.5 0 
" id="m3f2a2bc24e" style="stroke:#000000;stroke-width:0.8;"/>
      </defs>
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="41.731875"/>
      </g>
     </g>
     <g id="text_7">
      <!-- 0 -->
      <g transform="translate(89.7415 45.531094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="ytick_2">
     <g id="line2d_8">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="93.706875"/>
      </g>
     </g>
     <g id="text_8">
      <!-- 100 -->
      <g transform="translate(77.0165 97.506094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-49"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="ytick_3">
     <g id="line2d_9">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="145.681875"/>
      </g>
     </g>
     <g id="text_9">
      <!-- 200 -->
      <g transform="translate(77.0165 149.481094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-50"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="ytick_4">
     <g id="line2d_10">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="197.656875"/>
      </g>
     </g>
     <g id="text_10">
      <!-- 300 -->
      <g transform="translate(77.0165 201.456094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-51"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="ytick_5">
     <g id="line2d_11">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="249.631875"/>
      </g>
     </g>
     <g id="text_11">
      <!-- 400 -->
      <g transform="translate(77.0165 253.431094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-52"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
    <g id="ytick_6">
     <g id="line2d_12">
      <g>
       <use style="stroke:#000000;stroke-width:0.8;" x="103.104" xlink:href="#m3f2a2bc24e" y="301.606875"/>
      </g>
     </g>
     <g id="text_12">
      <!-- 500 -->
      <g transform="translate(77.0165 305.406094)scale(0.1 -0.1)">
       <use xlink:href="#DejaVuSans-53"/>
       <use x="63.623047" xlink:href="#DejaVuSans-48"/>
       <use x="127.246094" xlink:href="#DejaVuSans-48"/>
      </g>
     </g>
    </g>
   </g>
   <g id="patch_3">
    <path d="M 103.104 307.584 
L 103.104 41.472 
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
   </g>
   <g id="patch_4">
    <path d="M 369.216 307.584 
L 369.216 41.472 
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
   </g>
   <g id="patch_5">
    <path d="M 103.104 307.584 
L 369.216 307.584 
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
   </g>
   <g id="patch_6">
    <path d="M 103.104 41.472 
L 369.216 41.472 
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
   </g>
  </g>
 </g>
 <defs>
  <clipPath id="pc8bb7116ac">
   <rect height="266.112" width="266.112" x="103.104" y="41.472"/>
  </clipPath>
 </defs>
</svg>