1 files changed, 1673 insertions, 0 deletions
diff --git a/resources/basis_projection.svg b/resources/basis_projection.svg
new file mode 100644
index 0000000..119302e
--- /dev/null
+++ b/resources/basis_projection.svg
@@ -0,0 +1,1673 @@
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+           id="tspan70">].</tspan></text>
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+         transform="matrix(1,0,0,-0.98039216,48.964,535.822)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+         style="font-variant:normal;font-size:10.132px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+      <text
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+         style="font-variant:normal;font-size:10.132px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+           id="tspan134">itispossibletoreducebitwidthdownto1-bitforeither</tspan></text>
+      <text
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+      <text
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+         id="text144"><tspan
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+           id="tspan142">55</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,94.85,452.136)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+      <text
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text156"><tspan
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text160"><tspan
+           x="0 4.9812999"
+           y="0"
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+           id="tspan158">57</tspan></text>
+      <text
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+         id="text188"><tspan
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+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+      <text
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+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+      <text
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+         transform="matrix(1,0,0,-0.99700897,48.964,161.836)"
+         style="font-variant:normal;font-size:9.99249px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+      <text
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+         transform="matrix(1,0,0,-1,48.964,149.881)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-ReguItal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+           y="0"
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+           y="0"
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+           y="0"
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+      <text
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+      <text
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+         id="text392"><tspan
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+      <text
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+         transform="matrix(0.98,0,0,-1,543.637,685.149)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text396"><tspan
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+      <text
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+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
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+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text416"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan414">]provides</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,661.239)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text420"><tspan
+           x="0 4.9812999 13.210407 15.98001 24.199156 29.180456 31.671106"
+           y="0"
+           sodipodi:role="line"
+           id="tspan418">upto1.9</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,347.899,661.239)"
+         style="font-variant:normal;font-weight:normal;font-size:9.9626px;font-family:CMSY10;-inkscape-font-specification:CMSY10;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text424"><tspan
+           x="0"
+           y="0"
+           id="tspan422">×</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,358.826,661.239)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text428"><tspan
+           x="0 4.9812999 9.4046946 14.385994 19.367294 26.560291 29.329895 34.311195 37.080799 45.309906 48.627449 53.050846 58.032146 63.013447 67.436836 70.206444 72.976044 77.957344 82.938644 88.667137 95.860138 100.84144 103.61104 108.03443 116.26354 119.03314 126.14644 133.33943 136.10904 138.87865 143.85994 146.62955 154.85866 159.83995 163.1575 168.13879 173.1201 184.65678 189.63809 196.20345 198.97305 203.95435"
+           y="0"
+           sodipodi:role="line"
+           id="tspan426">bandwidthreduction,whichiswithin5-10%ofthe</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,649.284)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text432"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan430">theoreticalentropylimit.Lossycompressionsuchasvector</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,637.329)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text436"><tspan
+           x="0 5.0809259 10.161852 14.673715 19.754641 22.579636 25.404631 29.916492 34.428356 37.253349 40.078342 45.159271 55.036591 59.548454 64.060318 73.937637 78.449501 81.27449 85.227455 95.094612 100.17554 109.4838 114.56472 118.51768 123.02954 132.90686 137.98779 147.86511 151.24901 155.76086 160.27274 163.09772 168.17865 171.56255 180.8708 185.7993 190.31116 194.82303 197.64803 202.72894 206.11284 214.8622"
+           y="0"
+           sodipodi:role="line"
+           id="tspan434">quantizationcanalsobeusedonfeaturevectors[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,530.221,637.329)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text440"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan438">50</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,540.184,637.329)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text444"><tspan
+           x="0 8.1802912 12.692153 17.773079"
+           y="0"
+           sodipodi:role="line"
+           id="tspan442">]and</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.619,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text448"><tspan
+           x="0 7.192997 11.616391 14.385994 19.367294 24.348595 27.118196 34.221531"
+           y="0"
+           sodipodi:role="line"
+           id="tspan446">weights[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,348.411,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text452"><tspan
+           x="0"
+           y="0"
+           id="tspan450">8</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,353.392,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text456"><tspan
+           x="0"
+           y="0"
+           id="tspan454">,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,359,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text460"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan458">12</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,368.963,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text464"><tspan
+           x="0"
+           y="0"
+           id="tspan462">,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,374.571,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text468"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan466">66</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,384.534,625.374)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text472"><tspan
+           x="0 6.5454283 10.420879 15.40218 19.825575 28.04472 30.814322 35.79562 40.219017 46.216503 48.986103 53.967403 58.24136 66.450539 70.87394 75.297333 83.516479 88.497772 96.149055 100.02451 102.79411 107.77541 111.09295 115.51635 123.72553 128.70683 133.68813 137.00568 141.42908 146.41037 149.17998 157.39912 161.82251 167.81999 170.5896 175.32184"
+           y="0"
+           sodipodi:role="line"
+           id="tspan470">]suchthattheycanbestoredon-chipatlow</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.994,0,0,-1,311.978,613.418)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text476"><tspan
+           x="0 4.4233942 9.4046946 13.280146 16.049749 22.06716 29.260157 33.683552 38.664852 43.088245 46.405792 50.829185 53.598789 56.368389 60.692158 66.709572 69.479172 74.460472 82.410629 86.834023 91.815323 95.690773 101.98714 106.96844 113.81274 116.58234 121.56364 129.50383 133.92723 138.90854 146.65944 151.64073 154.95828 159.38167 163.25713 167.13258 169.90218 174.88348 179.86478 182.63438 187.61568 192.03908 196.46248 201.44377 209.19467 214.17598 217.49352 221.91692 225.79237 229.66782 232.43742 237.41872 245.92679 248.69638"
+           y="0"
+           sodipodi:role="line"
+           id="tspan474">cost.Generally,thecostofthecompression/decompressionis</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,601.463)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text480"><tspan
+           x="0 5.0809259 13.901414 16.726408 21.807335 30.058758 35.139683 38.523582 43.604507 48.116367 55.239826 60.320755 67.444214 75.695633 79.079529 83.347511 94.423927 97.248924 102.32985 107.41077 112.4917 116.44466 120.95653 126.03745 134.85794 139.93886 144.96898 149.48085 152.30583 156.8177 164.51022 171.84708 174.67207 177.49707 186.31755 194.22348 197.04848 202.12939 204.95439 212.86032 217.37218 223.93674 228.44859 233.52953 238.04138 241.24237 246.32329"
+           y="0"
+           sodipodi:role="line"
+           id="tspan478">ontheorderofafewthousandkgateswithminimalenergy</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98619329,311.978,589.508)"
+         style="font-variant:normal;font-size:10.1021px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text484"><tspan
+           x="0 4.899507 9.7990141 14.284336 17.648327 22.699366 27.184687 31.67001 36.721046 42.741886 46.105877 54.642132 57.450508 62.501545 70.472084 73.280464 78.331497 82.261208 86.190918 94.727173 99.212494 104.26353 112.12295 117.17398 120.53798 125.0233 128.953 132.88271 135.69109 140.74213 149.27838 153.7637 158.24902 162.17874 166.66406 172.68489 175.49327 181.78687 184.59525 192.01016 196.49548 199.30386 203.23357 211.76982 214.5782 222.43762 227.48866 232.5397 235.90369 238.71207 243.19739 248.24843"
+           y="0"
+           sodipodi:role="line"
+           id="tspan482">overhead.Inthelossycompressioncase,itisalsoimportant</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,311.978,577.553)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text490"><tspan
+           x="0 2.7696028 11.237813 15.412142 20.144377 24.567772 27.337374 32.318676 36.742069 39.511673 47.421974 50.191578 55.172878 63.083183 65.852783 73.603691 78.584991 83.008385 87.431778 93.688293 98.669594 107.1378 112.1191 116.5425 119.86004 123.17759 128.15889 131.47643 139.22734 143.65073 148.63203 153.05542 160.96573 165.38913 169.81252 174.23592 179.21721 182.53476 186.95815 191.2321 195.56584"
+           y="0"
+           sodipodi:role="line"
+           id="tspan486">toevaluatetheimpactonperformanceaccuracy.</tspan><tspan
+           x="16.863001 24.554127 28.369802 32.185478 40.15556"
+           y="19.695999"
+           sodipodi:role="line"
+           id="tspan488">VII.O</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,359.825,557.857)"
+         style="font-variant:normal;font-size:7.9701px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text494"><tspan
+           x="0 4.9175515 9.8430738 16.091633 21.415659 26.779535 33.028095 39.268684 42.416874 47.78075 50.92894 56.284847 63.697041 66.84523"
+           y="0"
+           sodipodi:role="line"
+           id="tspan492">PPORTUNITIESIN</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,435.41,557.857)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text498"><tspan
+           x="0"
+           y="0"
+           id="tspan496">M</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,444.765,557.857)"
+         style="font-variant:normal;font-size:7.9701px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text502"><tspan
+           x="0 3.1481895 9.3967476 14.752655"
+           y="0"
+           sodipodi:role="line"
+           id="tspan500">IXED</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,465.765,557.857)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text506"><tspan
+           x="0 3.8156757"
+           y="0"
+           sodipodi:role="line"
+           id="tspan504">-S</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,475.618,557.857)"
+         style="font-variant:normal;font-size:7.9701px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text510"><tspan
+           x="0 3.1481895 9.3967476 15.374323 21.622881"
+           y="0"
+           sodipodi:role="line"
+           id="tspan508">IGNAL</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,505.087,557.857)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text514"><tspan
+           x="0"
+           y="0"
+           id="tspan512">C</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,512.231,557.857)"
+         style="font-variant:normal;font-size:7.9701px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text518"><tspan
+           x="0 3.1481895 8.9583921 14.760625 21.009184 24.157373 29.52125"
+           y="0"
+           sodipodi:role="line"
+           id="tspan516">IRCUITS</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,321.94,542.046)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text522"><tspan
+           x="0 9.033886 14.114813 18.067772 25.922884 31.003811 39.427986 42.252979 47.333908 56.875885 61.95681 66.468674 69.293671 78.835648 86.74157 91.680229 96.608727 101.12059 109.02651 113.53838 118.6193 126.47441 129.29941 138.29265 141.11765 151.22868 156.3096 160.82147 163.64647 170.98332 175.49518 180.00705 190.12825 192.95325 198.03416 207.57616 215.48207 219.99393 227.89986 232.98077 236.36469"
+           y="0"
+           sodipodi:role="line"
+           id="tspan520">Mostofthedatamovementisinbetweenthememory</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,530.091)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text526"><tspan
+           x="0 4.5118623 9.5927887 19.429461 24.510387 27.894283 32.975208 37.487072 41.998936 45.951893 49.904854 52.729851 57.810776 67.657608 72.169472 74.984306 79.49617 87.402092 91.913948 96.994881 104.58578 107.96968 113.61967 119.82856 123.21246 130.50867 135.02052 140.10146 149.93813 154.44998 157.27498 161.22795 171.07478 173.89978 178.9807 188.24831 192.20126 196.71313 201.79405 205.74702 210.82794 218.96759 223.47945 228.56038 238.39705 244.04704 250.25594"
+           y="0"
+           sodipodi:role="line"
+           id="tspan524">andprocessingelement(PE),andalsothesensorandPE.</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.987,0,0,-1,311.978,518.136)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text530"><tspan
+           x="0 3.3175459 11.835568 14.605171 19.586472 22.356075 29.76825 33.6437 38.057133 42.480526 45.25013 48.019733 53.001034 57.98233 64.009705 71.202705 79.162819 84.144119 86.913719 90.789177 95.21257 100.19387 104.06932 111.48149 116.46279 121.18507 131.91478 134.68439 139.6657 142.43529 149.84747 152.61707 160.02925 164.45264 169.43394 174.41524 177.73279 182.15617 186.03163 189.90707 194.33047 202.8485 207.8298 211.70525 214.47485 219.45615 227.96422 235.71512 238.48473 243.31657 247.73997 252.72127"
+           y="0"
+           sodipodi:role="line"
+           id="tspan528">Inthissection,wediscusshowthisisaddressedusingmixed-</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,506.181)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text534"><tspan
+           x="0 3.9529605 6.7779551 11.858881 16.939808 21.45167 28.382053 32.893913 35.71891 39.102806 43.61467 48.695595 51.520588 58.450974 63.531898 68.043762 71.996719 74.821716 79.902641 84.983566 91.619255 98.956116 103.79316 111.13001 115.38783 120.32649 124.83835 127.81577 134.46162 138.9735 141.79848 145.18237 149.69424 154.77516 157.60016 164.53055 169.61147 174.6924 179.77333 183.15723 185.98221 191.06314 195.575 200.08687 202.91187 205.73686 208.56184 211.38684 215.89871 223.95706 227.91002 232.99094 238.07187 243.1528 245.97778"
+           y="0"
+           sodipodi:role="line"
+           id="tspan532">signalcircuitdesign.However,circuitnon-idealitiesshould</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98716683,311.978,494.225)"
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+         id="text538"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan536">alsobefactoredintothealgorithmdesign;thesecircuitscan</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,482.27)"
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+         id="text542"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan540">beneftfromthereducedprecisionalgorithmsdiscussedin</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.999,0,0,-1,311.978,470.315)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text546"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan544">SectionVI.Inaddition,sincethetrainingoftenoccursinthe</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,458.36)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text550"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan548">digitaldomain,theADCandDACconversionoverheadshould</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,311.978,446.405)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text554"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan552">alsobeaccountedforwhenevaluatingthesystem.</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.99108028,321.94,434.33)"
+         style="font-variant:normal;font-size:10.0523px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text558"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan556">Whilespatialarchitecturesbringthememoryclosertothe</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.984,0,0,-1,311.978,422.375)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text562"><tspan
+           x="0 4.4233942 9.4046946 17.155598 22.136898 27.118196 29.8878 34.311195 37.080799 39.850399 44.831699 53.359684 56.677231 59.446835 61.937485 66.360878 68.851532 74.898827 77.668427 82.649727 85.419334 93.947319 96.716919 101.69822 109.6683 115.2075 121.29465 124.6122 130.6595 133.42911 138.4104 142.8338 146.15134 154.12143 159.10272 163.32686 168.14876 176.1288 180.5522 183.32181 187.19725 195.72523 200.70654 205.12993 209.55333 218.08131 222.50471 225.5732 228.89073 233.87204 237.18958 239.95918 247.39128 250.16089"
+           y="0"
+           sodipodi:role="line"
+           id="tspan560">computation(i.e.,intothePE),therehavealsobeeneffortsto</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.981,0,0,-1,311.978,410.42)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text566"><tspan
+           x="0 2.7696028 7.7509027 10.520506 14.794461 19.775761 23.093307 27.516701 30.286304 38.256386 41.025986 46.007286 53.977367 58.400761 63.382061 71.132965 76.114265 81.095566 83.865166 88.288559 91.058167 93.827766 98.809067 107.33705 110.10666 115.08795 117.85756 126.38554 129.15515 134.13644 142.10652 149.85742 154.28082 162.03172 167.01303 170.33057 178.85855 181.62816 184.39777 188.27321 192.69661 195.46622 198.78375 204.82109 210.21086 215.19215 222.0564 224.82599 229.8073 233.68274 236.45235 240.87575 245.85704 250.28044 254.70383"
+           y="0"
+           sodipodi:role="line"
+           id="tspan564">integratethecomputationintothememoryitself.Forinstance,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,398.464)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text570"><tspan
+           x="0 2.7696028 10.15189"
+           y="0"
+           sodipodi:role="line"
+           id="tspan568">in[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,325.175,398.464)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text574"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan572">67</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,335.138,398.464)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text578"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan576">]theclassifcationisembeddedintheSRAM.Specifcally,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,386.509)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text582"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan580">thewordline(WL)isdrivenbya5-bitfeaturevectorusing</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,374.554)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text586"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan584">aDAC,whilethebit-cellsstorethebinaryweights</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,528.485,374.554)"
+         style="font-variant:normal;font-weight:normal;font-size:9.9626px;font-family:CMSY10;-inkscape-font-specification:CMSY10;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text590"><tspan
+           x="0"
+           y="0"
+           id="tspan588">±</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,536.233,374.554)"
+         style="font-variant:normal;font-weight:normal;font-size:9.9626px;font-family:CMR10;-inkscape-font-specification:CMR10;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text594"><tspan
+           x="0"
+           y="0"
+           id="tspan592">1</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,541.215,374.554)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text598"><tspan
+           x="0 6.0158162 12.224708 17.305634"
+           y="0"
+           sodipodi:role="line"
+           id="tspan596">.The</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,362.599)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text602"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan600">bit-cellcurrentiseffectivelyaproductofthevalueofthe</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,350.644)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text606"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan604">featurevectorandthevalueoftheweightstoredinthebit-cell;</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.998,0,0,-1,311.978,338.689)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
+           sodipodi:role="line"
+           id="tspan608">thecurrentsfromthecolumnareaddedtogethertodischarge</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,326.733)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text614"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan612">thebitline(BLorBLB).Acomparatoristhenusedtocompare</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,314.778)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text618"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan616">theresultingdotproducttoathreshold,specifcallysign</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.99304866,311.978,302.823)"
+         style="font-variant:normal;font-size:10.0323px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text622"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan620">thresholdingofthedifferentialbitlines.Duetothevariations</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,290.868)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
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+           y="0"
+           sodipodi:role="line"
+           id="tspan624">inthebitcell,thisisconsideredaweakclassifer,andboosting</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,278.913)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text630"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan628">isneededtocombinetheweakclassiferstoformastrong</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98911968,311.978,266.958)"
+         style="font-variant:normal;font-size:10.0722px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text634"><tspan
+           x="0 4.4720516 7.27212 11.744172 15.662253 19.580334 22.380404 27.980539 32.452591 39.291607"
+           y="0"
+           sodipodi:role="line"
+           id="tspan632">classifer[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,354.623,266.958)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text638"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan636">68</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98911968,364.586,266.958)"
+         style="font-variant:normal;font-size:10.0722px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text642"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan640">].Thisapproachgives12</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,470.157,266.958)"
+         style="font-variant:normal;font-weight:normal;font-size:9.9626px;font-family:CMSY10;-inkscape-font-specification:CMSY10;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text646"><tspan
+           x="0"
+           y="0"
+           id="tspan644">×</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98911968,481.391,266.958)"
+         style="font-variant:normal;font-size:10.0722px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text650"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan648">energysavingsover</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,311.978,255.002)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text654"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan652">readingthe1-bitweightsfromtheSRAM.</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,321.94,242.928)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text658"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan656">Recentworkhasalsoexploredtheuseofmixed-signal</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,230.973)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text662"><tspan
+           x="0 4.5118623 7.3368573 10.720754 15.232616 20.313541 23.138536 25.963531 33.767834 36.592831 45.514935 48.89883 53.410694 58.491619 63.572548 68.084412 76.447609 79.272606 84.353531 92.706573 97.218437 102.29936 110.20528 115.28621 120.36713 123.19213 127.70399 130.52899 133.35399 138.43491 147.36717 151.87904 156.95996 160.91293 167.5791 172.66003 179.89526 182.72026 187.80119 196.1644 205.19827 212.12866 218.90662 225.29842 228.68231 235.35866 242.59389 247.10576"
+           y="0"
+           sodipodi:role="line"
+           id="tspan660">circuitstoreducethecomputationcostoftheMAC.Itwas</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,219.017)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text666"><tspan
+           x="0 3.9529605 9.033886 13.860766 21.197624 32.019997 34.84499 45.6572"
+           y="0"
+           sodipodi:role="line"
+           id="tspan664">shownin[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,361.018,219.017)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text670"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan668">69</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,370.98,219.017)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text674"><tspan
+           x="0 9.115181 11.940176 17.021103 21.532965 30.089243 35.17017 39.682034 43.065929 46.449825 51.53075 54.91465 62.820568 65.645561 70.726486 81.548859 84.373856 89.454781 99.697929 108.73182 115.67236 128.18159 133.26253 137.21548 140.04048 145.12141 155.93362 159.88658 167.22343 170.04843 172.87343 177.38528 182.46622 186.97807"
+           y="0"
+           sodipodi:role="line"
+           id="tspan672">]thatperformingtheMACusingswitched</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,207.062)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text678"><tspan
+           x="0 4.5118623 9.0237246 14.10465 18.616512 23.128376 25.953369 28.778364 33.859291 37.243187 45.189754 49.701618 54.213482 63.298176 68.379105 76.894737 84.800652 89.881584 93.26548 101.77095 106.28281 111.36374 115.8756 119.07658 124.15751 129.23843 132.62233 137.13419 140.2742 145.91403 150.42589 153.25089 157.76276 162.84367 169.67244 172.49744 177.57837 182.09023 191.16476 196.24568 199.07068 204.15161 206.97661 209.80159 214.31346 221.14223 225.65408 228.47908 231.86298 236.37483 241.45576 244.28076 247.10576"
+           y="0"
+           sodipodi:role="line"
+           id="tspan676">capacitorscanbemoreenergy-effcientthandigitalcircuits</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,195.107)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text682"><tspan
+           x="0 5.0809259 9.5927887 13.545749 18.626675 21.45167 24.276665 33.869453 41.20631 48.543167 60.412209 64.924072 70.004997 80.166847 87.107399 94.047943 105.90682 110.41869 115.49961 120.18423 125.11272 129.62459 133.00848 136.96144 139.78644 144.86736 155.03938 159.96788 164.90654 169.4184 172.80229 177.88322 182.39508 186.90694 191.98787 199.60925 206.94612 211.45798 215.96983 221.05077 224.43466 229.51559 232.34059 237.42151 242.50244 245.32744 249.758"
+           y="0"
+           sodipodi:role="line"
+           id="tspan680">despiteADCandDACconversionoverhead.Accordingly,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,183.152)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text686"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan684">thematrixmultiplicationcanbeintegratedintotheADCas</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,171.197)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text690"><tspan
+           x="0 5.0809259 9.5927887 17.498709 22.579636 27.660561 31.613522 34.438515 37.822414 42.334274 45.159271 49.671131 58.552589 61.377586 70.259048"
+           y="0"
+           sodipodi:role="line"
+           id="tspan688">demonstratedin[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,385.622,171.197)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text694"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan692">70</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,395.584,171.197)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text698"><tspan
+           x="0 3.3838968 9.7248926 17.06175 22.142675 26.654537 30.038435 38.35083 41.175823 46.256752 54.569145 62.475067 67.555992 71.508949 78.134483 82.08744 84.912437 89.993362 95.074287 97.899284 103.54927 108.06113 112.573 117.65392 124.27945 129.36038 132.18536 135.01036 142.76385 147.84479 155.02922 157.8542 162.93513"
+           y="0"
+           sodipodi:role="line"
+           id="tspan696">],wherethemostsignifcantbitsofthe</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,159.242)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text702"><tspan
+           x="0 7.7509027 12.732203 15.501805 18.271408 21.041012 26.02231 28.791914 31.561518 35.984913 40.408306 43.17791 45.94751 50.92881 55.91011 63.003483 66.32103 71.30233 77.837791 85.030792 90.012093 94.435486 99.416786 104.39809 109.37939 113.25484 119.25232 123.67571 126.44532 130.86871 134.74417 138.61961 141.38922 146.92842 151.35182 155.77521 158.54482 161.31442 166.29572 174.49493 178.91833 182.23589 189.8772 194.85849 199.28189 202.59943 205.91698 210.89828 214.21582 221.96672 226.39012 234.58934 239.57065 243.44609 246.2157 251.19699"
+           y="0"
+           sodipodi:role="line"
+           id="tspan700">multiplicationsforAdaboostclassifcationareperformedusing</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.98,0,0,-1,311.978,147.286)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text706"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan704">switchedcapacitorsinan8-bitsuccessiveapproximationformat.</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.669,135.331)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text710"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan708">Thisisextendedin[</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-1,398.287,135.331)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text714"><tspan
+           x="0 4.9812999"
+           y="0"
+           sodipodi:role="line"
+           id="tspan712">71</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,408.25,135.331)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text718"><tspan
+           x="0 6.8694119 9.6944065 18.260847 23.341774 28.422701 34.733212 39.814137 44.895061 47.720058 56.296661 61.377586 65.88945 69.273346 72.657242 77.738167 81.122063 92.513504 100.41942 105.50035 108.32534 111.15034 113.97533 119.05626 121.88126 124.70625 129.21811 133.72997 136.55496 139.37996 144.46089 149.54181 153.49478"
+           y="0"
+           sodipodi:role="line"
+           id="tspan716">]tonotonlyperformmultiplications,</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(0.981,0,0,-1,311.978,123.376)"
+         style="font-variant:normal;font-size:9.9626px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text722"><tspan
+           x="0 4.7820482 9.7633476 16.0896 20.512993 23.282597 27.158047 35.695995 38.465599 43.446899 51.426941 55.850334 60.273731 64.697121 69.678421 77.429329 82.410629 85.180229 89.603622 92.37323 95.14283 100.12413 108.66208 111.43168 119.96963 122.73923 127.72054 135.71054 140.13393 145.11523 149.53862 152.29826 157.27957 165.82748 170.80878 175.79007 183.54099 187.96437 190.73398 195.71527 201.76257 205.08012 211.40637 214.17598 221.60808 226.03146 229.90692 233.78238 238.76367 246.51457 250.93797"
+           y="0"
+           sodipodi:role="line"
+           id="tspan720">butalsotheaccumulationintheanalogdomain.Itisassumed</tspan></text>
+      <text
+         xml:space="preserve"
+         transform="matrix(1,0,0,-0.98039216,311.978,111.421)"
+         style="font-variant:normal;font-size:10.1619px;font-family:'Nimbus Roman';-inkscape-font-specification:NimbusRomNo9L-Regu;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none"
+         id="text726"><tspan
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+           y="0"
+           sodipodi:role="line"
+           id="tspan724">that3-bitsand6-bitsaresuffcienttorepresenttheweights</tspan></text>
+      <text
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