1．4．4 art模型的学习算法.mht

神经网络模型介绍神经网络模型的定义,理论的推导以及仿真图表
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------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.45.gif

R0lGODlhawAgAIAAAAAAAP///yH5BAAAAAAALAAAAABrACAAAAL+jI+py+0Po5y02ouzBLz732Gc
RpLhc1Jjaazs5jYxAMWsnYB64EUps+o5bJ+DEEWTBUcunDIpMzqli+NvOOU1aU1LNpe9SqFfxfdk
harKWjX4mXTX5Ah0ig0si6lPrZfeshUHCEPYlmdY9Ic1FmiSuOOIhGcGOTiooWfHh0X51lfktoQ0
R2Zq2Daj2cl0JHmGGmjayCqKqrnk+QlE68dZxfWzyip7scd5pwZb/FtZ2lssxib4e6w6Kx3re/hJ
pE3NLAmmvIlzbIw5prMu23o9fhri2vwovn6vu71mrr0m/kKqgqJ/RjK1AojwzZ2EzvT56AcQ4qNR
/hha/DMLxcUojRGD8arDMSRGJ+9EmiwVb2C+kxbTcKsjkWVLIffoyZQJoiCwmCwLAAA7

------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.46.gif
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------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.47.gif
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------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.48.gif

R0lGODlhNQAvAIAAAAAAAP///yH5BAAAAAAALAAAAAA1AC8AAAKbjI+py+0Po5y0gYtx3U4bz4UH
GJDiRponlV5rCKqvFLszmtk3Duyr7JsAg5Eh8WE8LnI9pfMJjX4yLyaVqbCZrFQatzkF6xLa8W1s
loYRaXWL/AXPavKwlVWHl4n3Zanr85YFtZXWtqNimBeoWHc411a4CLmY6CSTFIT5eLQ5edmoNmKW
2enI+aRTCrpKiCraGhWbmiMK8WnbUAAAOw==

------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.49.gif

R0lGODlhRAAtAIAAAAAAAP///yH5BAAAAAAALAAAAABEAC0AAALHjI+py+0Po5wJUAOy1ref3YGB
6FFZeX5pOXGXi61sBLdyPT84fcu5s+NZRr5fI6jbII2KJbDITA5NzmgTKp1aIVVGdxvT2sRgL/ZI
KpvP669VqY7LF+75ix1V6vfkypIPWMeSZsdEWJgjiIim+IPX5thHpzcmeWeJUPN4OLjpU/V4J3S1
qDLqhwkWetg4s7rT+kR5SRYrG0Z7lerhosgaKop7qauqBZxZdEylsjtprGzDjJJiKztUzWnYa1td
ytzsLRUe2c1UAAA7

------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.50.gif

R0lGODlhNwApAIAAAAAAAP///yH5BAAAAAAALAAAAAA3ACkAAAKNjI+py+0Po5yUgguqrnj72H0i
E47mUZ5mqops672wJs/WZbt4Hu887fvdMsJhzVLcHHkYoqKZNDSDCWhjis06UT5qdTkqeZ/gHmL8
Reu26sA0l1Jb1+SdbB72auvbVV/6RzZzF5iE1vZzWDjIdoWotAdRBmm3GOXW9SgkppmYaWn4eUmS
OUpaCVpkdVQAADs=

------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.51.gif
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------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.52.gif

R0lGODlhoAAkAIAAAAAAAP///yH5BAAAAAAALAAAAACgACQAAAL+jI+py+0Po5y02ouz3rz7D4bi
SJbmiabqymbAC8cyfL0c0OYS/diVvwHqhgtegxbrCTVLImI2GxkZvmkR95QZtEfsFhpNhoC8pseq
wKKzVKE50SzbyF4QXV0fv+H7wFvst5MnB5j3cXdgaNeXqPjl6FcFyZcmSZeyVpLZ2OUQJTho6cV4
RqoHibTECCjIN3qJsukK9bMHxqY0eVWJhzch62kaefurK2ZEygoRZ/lVLOxKKaU73Pi6jIZqmJr6
FEzdFjrt+WjN+W1llj33eQ4dAWxNix18Xl3e9gj+x63qfSgMTDJjvczh23Ww3hVRFOKFywKuGL17
FCPlk5cwI8Z5ivdUOZxV550SbL0KGoQIUVIlhRwtutzYQWQXge2OeQw5JYw4li/dhZLZ6QbNeQ0j
StNYw9fRmEad9GxlL4hSXKWcngAKz6SzRSaaWq21tavXomO/gtWE1exXZWrbri3r9qPbuZjg0r0L
EK9eHWn3+q1l96/gwX8LAAA7

------=_NextPart_000_00FF_01C99D83.7F21D4D0
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/4.4.4.files/4.4.4.53.gif
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