13章

Chapter13/Figures/figure-computation-of-dropout.tex

@@ -60,12 +60,12 @@
 
 %equ
 \node [anchor=west,inner sep = 2pt] (line1) at (9*\nodespace,0) {未应用Dropout：};
-\node [anchor=north west,inner sep = 2pt] (line2) at (line1.south west) {$z_{i}^{l+1}=\mathbf{w}_{i}^{l} \mathbf{x}+b_{i}^{l}$};
-\node [anchor=north west,inner sep = 2pt] (line3) at (line2.south west) {$x_{i}^{l+1}=f\left(x_{i}^{l}\right)$};
+\node [anchor=north west,inner sep = 2pt] (line2) at (line1.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \mathbf{x}^{l} + b_{i}^{l}$};
+\node [anchor=north west,inner sep = 2pt] (line3) at (line2.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$};
 \node [anchor=north west,inner sep = 2pt] (line4) at (line3.south west) {应用Dropout：};
 \node [anchor=north west,inner sep = 2pt] (line5) at (line4.south west) {$r_{j}^{l} \sim$ Bernoulli $(1-p)$};
 \node [anchor=north west,inner sep = 2pt] (line6) at (line5.south west) {$\tilde{\mathbf{x}}=\mathbf{r} * \mathbf{x}$};
-\node [anchor=north west,inner sep = 2pt] (line7) at (line6.south west) {$z_{i}^{l+1}=\mathbf{w}_{i}^{l} \widetilde{\mathbf{x}}+b_{i}^{l}$};
-\node [anchor=north west,inner sep = 2pt] (line8) at (line7.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l}\right)$};
+\node [anchor=north west,inner sep = 2pt] (line7) at (line6.south west) {$z_{i}^{l+1}=\mathbf{w}^{l} \widetilde{\mathbf{x}}^{l} + b_{i}^{l}$};
+\node [anchor=north west,inner sep = 2pt] (line8) at (line7.south west) {$x_{i}^{l+1}=f\left(z_{i}^{l+1}\right)$};
 
 \end{tikzpicture}
\ No newline at end of file

Chapter13/Figures/figure-word-root.tex

@@ -2,12 +2,12 @@
 \begin{tikzpicture}
 \node[] (do) at (0,0) {{\red do}}; 
 \node[anchor = west] (does) at ([xshift = 1em]do.east) {{\red do}es};
-\node[anchor = west] (doing) at ([xshift = 0.7em]does.east) {{\red do}ing};
+\node[anchor = west] (doing) at ([xshift = 0.7em,yshift = -0.1em]does.east) {{\red do}ing};
 \node[anchor = north] (do_root) at ([yshift = -1.5em]does.south) {do};
 
 \node[anchor = west] (new) at ([xshift = 2em]doing.east) {{\red new}}; 
 \node[anchor = west] (newer) at ([xshift = 1em]new.east) {{\red new}er};
-\node[anchor = west] (newest) at ([xshift = 0.7em]newer.east) {{\red new}est};
+\node[anchor = west] (newest) at ([xshift = 0.7em,yshift = 0.08em]newer.east) {{\red new}est};
 \node[anchor = north] (new_root) at ([yshift = -1.5em]newer.south) {new};
 \draw [->] ([yshift=0.2em]do_root.north) .. controls +(north:0.4) and +(south:0.6) ..(do.south);
 \draw [->] (do_root.north) -- (does.south);