updates of section 5

Book/Chapter5/Figures/fig-four-layers-of-neural-network.tex

@@ -25,13 +25,13 @@
 \node [rectangle,inner sep=0.2em,fill=red!20] [fit = (neuron01) (neuron05)] (layer01) {};
 \end{pgfonlayer}
 
-\node [anchor=west] (layer00label) at ([xshift=1.25em]x5.east) {\footnotesize{\red{{输入层}}}};
+\node [anchor=west] (layer00label) at ([xshift=1.25em]x5.east) {\footnotesize{{输入层}}};
 
 {
 \node [anchor=west] (layer01label) at ([xshift=1em]layer01.east) {\footnotesize{第二层}};
 }
 {
-\node [anchor=west] (layer01label2) at (layer01label.east) {\footnotesize{\red{({隐层})}}};
+\node [anchor=west] (layer01label2) at (layer01label.east) {\footnotesize{(隐层)}};
 }
 
 %%% layer 2
@@ -57,7 +57,7 @@
 
 \node [anchor=west] (layer02label) at ([xshift=4.5em]layer02.east) {\footnotesize{第三层}};
 {
-\node [anchor=west] (layer02label2) at (layer02label.east) {\footnotesize{\red{({隐层})}}};
+\node [anchor=west] (layer02label2) at (layer02label.east) {\footnotesize{({隐层})}};
 }
 }
 
@@ -87,7 +87,7 @@
 
 \node [anchor=west] (layer03label) at ([xshift=1em]layer03.east) {\footnotesize{第四层}};
 {
-\node [anchor=west] (layer03label2) at (layer03label.east) {\footnotesize{\red{({输出层})}}};
+\node [anchor=west] (layer03label2) at (layer03label.east) {\footnotesize{({输出层})}};
 }
 }
 

Book/Chapter5/Figures/fig-perceptron-to-predict-2.tex

@@ -8,13 +8,13 @@
 \node [anchor=west] (y) at ([xshift=2em]neuron.east) {$y$:去？还是不去？};
 
 
-\draw [->,thin,red] (x0.east) -- (neuron.150) node [pos=0.5,above,yshift=0.2em] {\small{$w_0=.5$}};
-\draw [->,line width=0.5mm,red] (x1.east) -- (neuron.180) node [pos=0.5,above,yshift=-0.1em] {\textbf{\small{$w_1=2$}}};
-\draw [->,thin,red] (x2.east) -- (neuron.210) node [pos=0.5,above,yshift=0.1em] {\small{$w_2=.5$}};
+\draw [->,thin] (x0.east) -- (neuron.150) node [pos=0.5,above,yshift=0.2em] {\small{$w_0=.5$}};
+\draw [->,line width=0.5mm] (x1.east) -- (neuron.180) node [pos=0.5,above,yshift=-0.1em] {\textbf{\small{$w_1=2$}}};
+\draw [->,thin] (x2.east) -- (neuron.210) node [pos=0.5,above,yshift=0.1em] {\small{$w_2=.5$}};
 \draw [->,thick] (neuron.east) -- (y.west);
 
 \node [anchor=center] (neuronmath) at (neuron.center) {\small{$\sum \ge \sigma$}};
-\node [anchor=south] (ylabel) at (y.north) {\red{\textbf{不去了！}}};
+\node [anchor=south] (ylabel) at (y.north) {\textbf{不去了！}};
 
 
 \end{scope}

Book/mt-book-xelatex.idx

@@ -15,14 +15,14 @@
 \indexentry{Chapter5.2.1.5|hyperpage}{18}
 \indexentry{Chapter5.2.1.6|hyperpage}{19}
 \indexentry{Chapter5.2.2|hyperpage}{20}
-\indexentry{Chapter5.2.2.1|hyperpage}{20}
+\indexentry{Chapter5.2.2.1|hyperpage}{21}
 \indexentry{Chapter5.2.2.2|hyperpage}{22}
-\indexentry{Chapter5.2.2.3|hyperpage}{22}
+\indexentry{Chapter5.2.2.3|hyperpage}{23}
 \indexentry{Chapter5.2.2.4|hyperpage}{23}
 \indexentry{Chapter5.2.3|hyperpage}{24}
 \indexentry{Chapter5.2.3.1|hyperpage}{24}
 \indexentry{Chapter5.2.3.2|hyperpage}{26}
-\indexentry{Chapter5.2.4|hyperpage}{26}
+\indexentry{Chapter5.2.4|hyperpage}{27}
 \indexentry{Chapter5.3|hyperpage}{31}
 \indexentry{Chapter5.3.1|hyperpage}{32}
 \indexentry{Chapter5.3.1.1|hyperpage}{32}
@@ -30,8 +30,8 @@
 \indexentry{Chapter5.3.1.3|hyperpage}{35}
 \indexentry{Chapter5.3.2|hyperpage}{36}
 \indexentry{Chapter5.3.3|hyperpage}{36}
-\indexentry{Chapter5.3.4|hyperpage}{40}
-\indexentry{Chapter5.3.5|hyperpage}{41}
+\indexentry{Chapter5.3.4|hyperpage}{38}
+\indexentry{Chapter5.3.5|hyperpage}{40}
 \indexentry{Chapter5.4|hyperpage}{42}
 \indexentry{Chapter5.4.1|hyperpage}{43}
 \indexentry{Chapter5.4.2|hyperpage}{44}

Book/mt-book-xelatex.ptc

@@ -40,13 +40,13 @@
 \defcounter {refsection}{0}\relax 
 \contentsline {subsection}{\numberline {1.2.2}人工神经元和感知机}{20}{subsection.1.2.2}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsubsection}{（一）感知机\ \raisebox {0.5mm}{------}\ 最简单的人工神经元模型}{20}{section*.18}% 
+\contentsline {subsubsection}{感知机\ \raisebox {0.5mm}{------}\ 最简单的人工神经元模型}{21}{section*.18}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsubsection}{（二）神经元内部权重}{22}{section*.21}% 
+\contentsline {subsubsection}{神经元内部权重}{22}{section*.21}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsubsection}{（三）神经元的输入\ \raisebox {0.5mm}{------}\ 离散 vs 连续}{22}{section*.23}% 
+\contentsline {subsubsection}{神经元的输入\ \raisebox {0.5mm}{------}\ 离散 vs 连续}{23}{section*.23}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsubsection}{（四）神经元内部的参数学习}{23}{section*.25}% 
+\contentsline {subsubsection}{神经元内部的参数学习}{23}{section*.25}%
 \defcounter {refsection}{0}\relax 
 \contentsline {subsection}{\numberline {1.2.3}多层神经网络}{24}{subsection.1.2.3}%
 \defcounter {refsection}{0}\relax 
@@ -54,7 +54,7 @@
 \defcounter {refsection}{0}\relax 
 \contentsline {subsubsection}{单层神经网络$\rightarrow $多层神经网络}{26}{section*.34}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsection}{\numberline {1.2.4}函数拟合能力}{26}{subsection.1.2.4}% 
+\contentsline {subsection}{\numberline {1.2.4}函数拟合能力}{27}{subsection.1.2.4}%
 \defcounter {refsection}{0}\relax 
 \contentsline {section}{\numberline {1.3}神经网络的张量实现}{31}{section.1.3}%
 \defcounter {refsection}{0}\relax 
@@ -70,9 +70,9 @@
 \defcounter {refsection}{0}\relax 
 \contentsline {subsection}{\numberline {1.3.3}使用开源框架实现张量计算}{36}{subsection.1.3.3}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsection}{\numberline {1.3.4}神经网络中的前向传播}{40}{subsection.1.3.4}% 
+\contentsline {subsection}{\numberline {1.3.4}神经网络中的前向传播}{38}{subsection.1.3.4}%
 \defcounter {refsection}{0}\relax 
-\contentsline {subsection}{\numberline {1.3.5}神经网络实例}{41}{subsection.1.3.5}% 
+\contentsline {subsection}{\numberline {1.3.5}神经网络实例}{40}{subsection.1.3.5}%
 \defcounter {refsection}{0}\relax 
 \contentsline {section}{\numberline {1.4}神经网络的参数训练}{42}{section.1.4}%
 \defcounter {refsection}{0}\relax