合并分支 'mengxia' 到 'caorunzhe'

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Chapter9/Figures/figure-activate.tex

@@ -6,7 +6,7 @@
 \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\scriptsize]at(\x,0){\x};}
  \foreach \y in {1.0,0.5}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
 \draw[color=red ,domain=-1.4:1, line width=1pt]plot(\x,{ln(1+(exp(\x))});
-\node[black,anchor=south] at (0,1.4) {\small $y = \ln(1+{\textrm e}^x)$};
+\node[black,anchor=south] at (0,1.6) {\small $y = \ln(1+{\textrm e}^x)$};
 \node [anchor=south east,inner sep=1pt] (labela) at (0.8,-2) {\small{(a) Softplus}};
 \end{scope}
 
@@ -21,7 +21,7 @@
       \pgfmathresult};}
 \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(-0.15,\y){\y};}
 \draw[color=red,domain=-1.4:1.4, line width=1pt]plot(\x,{1/(1+(exp(-5*\x)))});
-\node[black,anchor=south] at (0,1.4) {\small $y = \frac{1}{1+{\textrm e}^{-x}}$};
+\node[black,anchor=south] at (0,1.6) {\small $y = \frac{1}{1+{\textrm e}^{-x}}$};
 \node [anchor=south east,inner sep=1pt] (labelb) at (0.8,-2) {\small{(b) Sigmoid}};
 \end{scope}
 %%%------------------------------------------------------------------------------------------------------------
@@ -34,41 +34,41 @@
         \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\scriptsize]at(\x,0){\x};}
         \foreach \y in {,-1.0-0.5,0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
         \draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{tanh(\x)});
-        \node[black,anchor=south] at (0,1.4) {\small $y = \frac{{\textrm e}^{x}-{\textrm e}^{-x}}{{e}^{x}+e^{-x}}$};
+        \node[black,anchor=south] at (0,1.6) {\small $y = \frac{{\textrm e}^{x}-{\textrm e}^{-x}}{{e}^{x}+e^{-x}}$};
 \node [anchor=south east,inner sep=1pt] (labelc) at (0.8,-2) {\small{(c) Tanh}};
 \end{scope}
 
 %%%------------------------------------------------------------------------------------------------------------
 
-\begin{scope}[yshift=-1.7in]
+\begin{scope}[yshift=-1.8in]
   \draw[->, line width=1pt](-1.4,0)--(1.4,0)node[left,below,font=\scriptsize]{$x$};
         \draw[->, line width=1pt](0,-1.4)--(0,1.4)node[right,font=\scriptsize]{$y$};
         \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\scriptsize]at(\x,0){\x};}
         \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
         \draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{max(\x,0)});
-        \node[black,anchor=south] at (0,1.4) {\small $y =\max (0, x)$};
+        \node[black,anchor=south] at (0,1.6) {\small $y =\max (0, x)$};
 \node [anchor=south east,inner sep=1pt] (labeld) at (0.8,-2) {\small{(d) ReLU}};
 \end{scope}
 
 %%%------------------------------------------------------------------------------------------------------------
-\begin{scope}[yshift=-1.7in,xshift=1.6in]
+\begin{scope}[yshift=-1.8in,xshift=1.6in]
         \draw[->, line width=1pt](-1.4,0)--(1.4,0)node[left,below,font=\scriptsize]{$x$};
         \draw[->, line width=1pt](0,-1.4)--(0,1.4)node[right,font=\scriptsize]{$y$};
         \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\scriptsize]at(\x,0){\x};}
         \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(-0.15,\y){\y};}
         \draw[color=red ,domain=-1.4:1.4, line width=1pt]plot(\x,{exp(-1*((\x)^2))});
-        \node[black,anchor=south] at (0,1.4) {\small $y =e^{-x^2}$};
+        \node[black,anchor=south] at (0,1.6) {\small $y =e^{-x^2}$};
 \node [anchor=south east,inner sep=1pt] (labele) at (0.8,-2) {\small{(e) Gaussian}};
 \end{scope}
 
 %%%------------------------------------------------------------------------------------------------------------
-\begin{scope}[yshift=-1.7in,xshift=3.2in]
+\begin{scope}[yshift=-1.8in,xshift=3.2in]
         \draw[->, line width=1pt](-1.4,0)--(1.4,0)node[left,below,font=\scriptsize]{$x$};
         \draw[->, line width=1pt](0,-1.4)--(0,1.4)node[right,font=\scriptsize]{$y$};
         \foreach \x in {-1.0,-0.5,0.0,0.5,1.0}{\draw(\x,0)--(\x,0.05)node[below,outer sep=2pt,font=\scriptsize]at(\x,0){\x};}
         \foreach \y in {0.5,1.0}{\draw(0,\y)--(0.05,\y)node[left,outer sep=2pt,font=\scriptsize]at(0,\y){\y};}
         \draw[color=red ,domain=-1:1, line width=1pt]plot(\x,\x);
-        \node[black,anchor=south] at (0,1.4) {\small $y =x$};
+        \node[black,anchor=south] at (0,1.6) {\small $y =x$};
 \node [anchor=south east,inner sep=1pt] (labelf) at (0.8,-2) {\small{(f) Identity}};
 \end{scope}
 \end{tikzpicture}

Chapter9/Figures/figure-bias.tex

@@ -5,12 +5,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0,0) -- (0,1) -- (1.5,1);}
 \end{scope}
 %---------------------------------------------------------------------------------------------
@@ -18,12 +20,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-2$}}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-2$}}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.25,0) -- (0.25,1) -- (1.5,1);}
 \end{scope}
 %-----------------------------------------------------------------------------------------------
@@ -31,12 +35,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,1) -- (1.5,1);}
 \end{scope}
 \end{tikzpicture}

Chapter9/Figures/figure-broadcast.tex

@@ -9,7 +9,7 @@
     \addtocounter{mycount1}{1};
   }
 \node [anchor=south] (varlabel) at (0,0.6) {$\mathbi{s}$};
-\node [anchor=north] (labelc) at (0,-0.7) {\small{(a)}};
+\node [anchor=north] (labelc) at (0,-0.7) {\small{(a)张量$\mathbi{s}$}};
 \end{scope}
 
 \begin{scope}[xshift=2.1in]
@@ -21,7 +21,7 @@
     \addtocounter{mycount1}{1};
   }
 \node [anchor=south] (varlabel) at (0,0.1) {$\mathbi{b}$};
-\node [anchor=north] (labelc) at (0,-0.7) {\small{(b)}};
+\node [anchor=north] (labelc) at (0,-0.7) {\small{(b)张量$\mathbi{b}$}};
 \end{scope}
 
 
@@ -51,7 +51,7 @@
   }
 \node [anchor=center] (plabel) at (-4.5em,0) {\huge{$\mathbf{+}$}};
 \node [anchor=south] (varlabel) at (0,0.6) {$\mathbi{b}$};
-\node [anchor=north] (labelc) at (0,-0.7) {\small{(c)}};
+\node [anchor=north] (labelc) at (0,-0.7) {\small{(c)张量的单元加运算}};
 \end{scope}
 \begin{scope}[yshift=-1in,xshift=3in]
 \setcounter{mycount1}{2}

Chapter9/Figures/figure-embedding-matrix.tex

@@ -9,12 +9,12 @@
 \end{pgfonlayer}
 
 \draw [->,thick] ([yshift=-1em]box.south)--([yshift=-0.1em]box.south) node [pos=0,below] (bottom1) {\small{单词$w$的One-hot表示}};
-\draw [->,thick] ([yshift=0.1em]box.north)--([yshift=1em]box.north) node [pos=1,above] (top1) {\scriptsize{$\mathbi{e}$=(8,.2,-1,.9,...,1)}};
+\draw [->,thick] ([yshift=0.1em]box.north)--([yshift=1em]box.north) node [pos=1,above] (top1) {\scriptsize{$\mathbi{e}$=(8,0.2,-1,0.9,...,1)}};
 \node [anchor=north] (bottom2) at ([yshift=0.3em]bottom1.south) {\scriptsize{$\mathbi{o}$=(0,0,1,0,...,0)}};
 \node [anchor=south] (top2) at ([yshift=-0.3em]top1.north) {\small{单词$w$的分布式表示}};
 
 {
-\node [anchor=north west,fill=red!20!white] (cmatrix) at ([xshift=3em,yshift=1.0em]c.north east) {\scriptsize{$\begin{pmatrix} 1 & .2 & -.2 & 8 & ... & 0 \\ .6 & .8 & -2 & 1 & ... & -.2 \\ 8 & .2 & -1 & .9 & ... & 2.3 \\ 1 & 1.2 & -.9 & 3 & ... & .2 \\ ... & ... & ... & ... & ... & ... \\ 1 & .3 & 3 & .9 & ... & 5.1 \end{pmatrix}$}};
+\node [anchor=north west,fill=red!20!white] (cmatrix) at ([xshift=3em,yshift=1.0em]c.north east) {\scriptsize{$\begin{pmatrix} 1 & 0.2 & -0.2 & 8 & ... & 0 \\ 0.6 & 0.8 & -2 & 1 & ... & -0.2 \\ 8 & 0.2 & -1 & 0.9 & ... & 2.3 \\ 1 & 1.2 & -0.9 & 3 & ... & 0.2 \\ ... & ... & ... & ... & ... & ... \\ 1 & 0.3 & 3 & 0.9 & ... & 5.1 \end{pmatrix}$}};
 \node [anchor=west,inner sep=2pt,fill=red!30!white] (c) at (e.east) {\small{$\mathbi{C}$}};
 \draw [<-,thick] (c.east) -- ([xshift=3em]c.east);
 }

Chapter9/Figures/figure-embedding.tex

@@ -2,8 +2,8 @@
 \begin{tikzpicture}
 {
 \begin{scope}[xshift=2in]
-\node [anchor=north west] (o1) at (0,0) {\footnotesize{$\begin{bmatrix} .1 \\ -1 \\ 2 \\ ... \\ 0 \end{bmatrix}$}};
-\node [anchor=north west] (o2) at ([xshift=1em]o1.north east) {\footnotesize{$\begin{bmatrix} 1 \\ 2 \\ .2 \\ ... \\ -1 \end{bmatrix}$}};
+\node [anchor=north west] (o1) at (0,0) {\footnotesize{$\begin{bmatrix} 0.1 \\ -1 \\ 2 \\ ... \\ 0 \end{bmatrix}$}};
+\node [anchor=north west] (o2) at ([xshift=1em]o1.north east) {\footnotesize{$\begin{bmatrix} 1 \\ 2 \\ 0.2 \\ ... \\ -1 \end{bmatrix}$}};
 \node [anchor=north east] (v) at ([xshift=-0em]o1.north west) {\footnotesize{$\begin{matrix} \textrm{\ \ \ 属性}_1 \\ \textrm{\ \ \ 属性}_2 \\ \textrm{\ \ \ 属性}_3 \\ ... \\ \textrm{属性}_{512} \end{matrix}$}};
 \node [anchor=south] (w1) at (o1.north) {\footnotesize{桌子}};
 \node [anchor=south] (w2) at (o2.north) {\footnotesize{椅子}};

Chapter9/Figures/figure-fit.tex

@@ -61,6 +61,8 @@
 {
 \draw [->,thick] (-1.6,0) -- (1.6,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.45,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
@@ -72,6 +74,10 @@
 {
 \draw [->,thick] (-1.6,0) -- (1.6,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.45,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
+\node [anchor=east,inner sep=1pt] (label1) at (0,0.85) {\tiny{1}};
+\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \draw [-,very thick,red,domain=-1.5:1.5,samples=100] plot (\x,{0.2 * (\x +0.4)^3 + 1.2 - 0.3 *(\x + 0.8)^2});
 }
 {
@@ -153,6 +159,10 @@
 \begin{scope}[xshift=2.1in,yshift=0.1in]
 \draw [->,thick] (-1.6,0) -- (1.6,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.45,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
+\node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
+\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \draw [-] (-0.05,1) -- (0.05,1);
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,0.7) -- (0.7,0.7) -- (0.7,0) -- (1.5,0);}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.7,0) -- (0.7,0.6) -- (0.9,0.6) -- (0.9,0) -- (1.5,0);}
@@ -163,6 +173,10 @@
 {
 \draw [->,thick] (-1.6,0) -- (1.6,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.45,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
+\node [anchor=east,inner sep=1pt] (label1) at (0,0.85) {\tiny{1}};
+\node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \draw [-,very thick,red,domain=-1.5:1.5,samples=100] plot (\x,{0.2 * (\x +0.4)^3 + 1.2 - 0.3 *(\x + 0.8)^2});
 }
 \foreach \n in {0.5}{

Chapter9/Figures/figure-piecewise.tex

@@ -9,6 +9,8 @@
 {
 \draw [->,thick] (-2.2,0) -- (2.2,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.95,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=north,inner sep=1pt] (labelb) at (0,-0.2) {\small{(b)}};
 }
@@ -32,6 +34,8 @@
 {
 \draw [->,thick] (-2.2,0) -- (2.2,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.95,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1.18) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};

Chapter9/Figures/figure-save.tex

@@ -7,7 +7,7 @@
     \node [fill=green!15,inner sep=0pt,minimum height=0.49cm,minimum width=0.49cm](vector1) at (\x,0.25) {$\number\value{mycount1}$};
     \addtocounter{mycount1}{1};
 }
-\node [anchor=north] (labela) at ([xshift=-1.2em,yshift=-0em]vector1.south) {\small{(a) }};
+\node [anchor=north] (labela) at ([xshift=-1.2em,yshift=-0.3em]vector1.south) {\small{(a)1阶张量 }};
 \end{scope}
 
 \begin{scope}[xshift=1.2in]
@@ -21,7 +21,7 @@
     \node [fill=red!15,inner sep=0pt,minimum height=0.49cm,minimum width=0.49cm] at (\x,0.25) {$\number\value{mycount2}$};
     \addtocounter{mycount2}{1};
 }
-\node [anchor=north] (labelb) at ([xshift=0.3em,yshift=-0em]vector2.south) {\small{(b) }};
+\node [anchor=north] (labelb) at ([xshift=0.3em,yshift=-0.3em]vector2.south) {\small{(b)2阶张量 }};
 \end{scope}
 
 \begin{scope}[yshift=-0.6in]
@@ -45,9 +45,9 @@
 }
 \draw[decorate,thick,decoration={brace,mirror,raise=0.2em}] (0,-0.2) -- (2.95,-0.2);
 \draw[decorate,thick,decoration={brace,mirror,raise=0.2em}] (3.05,-0.2) -- (6,-0.2);
-\node [anchor=north] (subtensor1) at (1.5,-0.4) {\footnotesize{$3 \times 2$ sub-tensor}};
-\node [anchor=north] (subtensor1) at (4.5,-0.4) {\footnotesize{$3 \times 2$ sub-tensor}};
-\node [anchor=north] (labelc) at (3,-0.8) {\small{(c)}};
+\node [anchor=north] (subtensor1) at (1.5,-0.4) {\footnotesize{$3 \times 2$ 子张量}};
+\node [anchor=north] (subtensor1) at (4.5,-0.4) {\footnotesize{$3 \times 2$ 子张量}};
+\node [anchor=north] (labelc) at (3,-1.1) {\small{(c)1阶张量}};
 \end{scope}
 
 \end{tikzpicture}

Chapter9/Figures/figure-translation.tex

@@ -5,9 +5,11 @@
 \node[neuron,anchor=north] (a1) at (0,0) {};
 \draw[->,thick] ([xshift=-2em,yshift=0em]a1.south) to ([xshift=3em,yshift=0em]a1.south);
 \draw[->,thick] ([xshift=0em,yshift=-4em]a1.west) to ([xshift=0em,yshift=2em]a1.west);
-\node[below] at ([xshift=0.5em,yshift=-1em]a1.west){0};
-\node[below] at ([xshift=2em,yshift=-1em]a1.west){1};
-\node[below] at ([xshift=-0.5em,yshift=2em]a1.west){1};
+\node [anchor=south] (heng1) at ([xshift=2.5em,yshift=-0.8em]a1.south) {\scriptsize{$x$}};
+\node [anchor=west] (zong1) at ([xshift=-1em,yshift=1.8em]a1.west) {\scriptsize{$y$}};
+\node[below] at ([xshift=0.5em,yshift=-1em]a1.west){\footnotesize{0}};
+\node[below] at ([xshift=2em,yshift=-1em]a1.west){\footnotesize{1}};
+\node[below] at ([xshift=-0.5em,yshift=1.5em]a1.west){\footnotesize{1}};
 \node [anchor=west] (x) at ([xshift=-0.7em,yshift=1em]a1.south) {\Large{$\textbf{F}$}};
 
 {
@@ -15,9 +17,11 @@
 \node[neuron,anchor=north] (a2) at ([xshift=10em,yshift=0em]a1.south) {};
 \draw[->,thick] ([xshift=-2em,yshift=0em]a2.north) to ([xshift=3em,yshift=0em]a2.north);
 \draw[->,thick] ([xshift=0em,yshift=-2em]a2.west) to ([xshift=0em,yshift=4em]a2.west);
-\node[above] at ([xshift=0.5em,yshift=1em]a2.west){0};
-\node[above] at ([xshift=2em,yshift=1em]a2.west){1};
-\node[below] at ([xshift=-0.5em,yshift=0em]a2.west){-1};
+\node [anchor=south] (heng1) at ([xshift=2.5em,yshift=1.25em]a2.south) {\scriptsize{$x$}};
+\node [anchor=west] (zong1) at ([xshift=-1em,yshift=3.85em]a2.west) {\scriptsize{$y$}};
+\node[above] at ([xshift=0.5em,yshift=1em]a2.west){\footnotesize{0}};
+\node[above] at ([xshift=2em,yshift=1em]a2.west){\footnotesize{1}};
+\node[below] at ([xshift=-0.5em,yshift=0em]a2.west){\footnotesize{-1}};
 \node [anchor=west] (x) at ([xshift=-3.5cm,yshift=2em]a2.north) {\scriptsize{
     $\mathbi{W}=\begin{pmatrix}
     1&0&0\\
@@ -37,9 +41,11 @@
 \node[neuron,anchor=north] (a3) at ([xshift=11em,yshift=2.05em]a2.south) {};
 \draw[->,thick] ([xshift=-3em,yshift=0em]a3.north) to ([xshift=2em,yshift=0em]a3.north);
 \draw[->,thick] ([xshift=-1em,yshift=-2em]a3.west) to ([xshift=-1em,yshift=4em]a3.west);
-\node[above] at ([xshift=-0.5em,yshift=1em]a3.west){0};
-\node[above] at ([xshift=1em,yshift=1em]a3.west){1};
-\node[left] at ([xshift=-0.75em,yshift=-0.5em]a3.west){-1};
+\node [anchor=south] (heng1) at ([xshift=1.5em,yshift=1.2em]a3.south) {\scriptsize{$x$}};
+\node [anchor=west] (zong1) at ([xshift=-2em,yshift=3.8em]a3.west) {\scriptsize{$y$}};
+\node[above] at ([xshift=-0.5em,yshift=1em]a3.west){\footnotesize{0}};
+\node[above] at ([xshift=1em,yshift=1em]a3.west){\footnotesize{1}};
+\node[left] at ([xshift=-0.75em,yshift=-0.5em]a3.west){\footnotesize{-1}};
 \node [anchor=west,rotate = 180] (x) at ([xshift=0.7em,yshift=1em]a3.south) {\Large{$\textbf{F}$}};
 
 

Chapter9/Figures/figure-w1.tex

@@ -5,12 +5,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {\scriptsize{\ $w_{11}=100$}\\[-0ex] {\scriptsize{\ $b_1=-4$}}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,1) -- (1.5,1);}
 \end{scope}
 %---------------------------------------------------------------------------------------------
@@ -18,12 +20,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w'_{11}=0.9$}}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {{\scriptsize{\ $w'_{11}=0.9$}}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.8,0) -- (0.5,0) -- (0.5,0.9) -- (1.8,0.9);}
 \end{scope}
 %-----------------------------------------------------------------------------------------------
@@ -32,12 +36,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w'_{11}=0.7$}}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {{\scriptsize{\ $w'_{11}=0.7$}}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0.5,0) -- (0.5,0.7) -- (1.5,0.7);}
 \end{scope}
 

Chapter9/Figures/figure-w2.tex

@@ -5,6 +5,8 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
@@ -18,6 +20,8 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
@@ -32,6 +36,8 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};

Chapter9/Figures/figure-weight.tex

@@ -5,12 +5,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labela) at (0.2,-0.5) {\small{(a)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {\scriptsize{\ $w_{11}=1$}\\[-0ex] \scriptsize{\ $b_1=0$}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {\scriptsize{\ $w_{11}=1$}\\[-0ex] \scriptsize{\ $b_1=0$}};}
 {\draw [-,very thick,ublue,domain=-1.5:1.5,samples=100] plot (\x,{1/(1+exp(-2*\x))});}
 \end{scope}
 %---------------------------------------------------------------------------------------------
@@ -19,11 +21,13 @@
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
 \draw [-] (-0.05,1) -- (0.05,1);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelb) at (0.2,-0.5) {\small{(b)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=10$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {{\scriptsize{\ $w_{11}=10$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
 {\draw [-,very thick,ublue,domain=-1.5:1.5,samples=100] plot (\x,{1/(1+exp(-4*\x))});}
 \end{scope}
 %-----------------------------------------------------------------------------------------------
@@ -31,12 +35,14 @@
 {
 \draw [->,thick] (-1.8,0) -- (1.8,0);
 \draw [->,thick] (0,0) -- (0,2);
+\node [anchor=south] (heng1) at (1.6,-0.35) {\scriptsize{$x$}};
+\node [anchor=south] (zong1) at (-0.2,1.6) {\scriptsize{$y$}};
 \draw [-] (-0.05,1) -- (0.05,1);
 \node [anchor=east,inner sep=1pt] (label1) at (0,1) {\tiny{1}};
 \node [anchor=south east,inner sep=1pt] (label2) at (0,0) {\tiny{0}};
 \node [anchor=south east,inner sep=1pt] (labelc) at (0.2,-0.5) {\small{(c)}};
 }
-{\node [anchor=north west,align=left] (wblabel) at (-1.8,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
+{\node [anchor=north west,align=left] (wblabel) at (-2,2) {{\scriptsize{\ $w_{11}=100$}}\\[-0ex] \scriptsize{\ $b_1=0$}};}
 {\draw [-,very thick,ublue,rounded corners=0.1em] (-1.5,0) -- (0,0) -- (0,1) -- (1.5,1);}
 \end{scope}
 \end{tikzpicture}