From 524ab36dee141f35e176674bfda8d5d2f6eba343 Mon Sep 17 00:00:00 2001 From: mhjensen Date: Fri, 12 Oct 2018 11:40:31 +0200 Subject: [PATCH] typo in neural net --- doc/pub/NeuralNet/html/._NeuralNet-bs061.html | 2 +- doc/pub/NeuralNet/html/NeuralNet-reveal.html | 2 +- .../NeuralNet/html/NeuralNet-solarized.html | 2 +- doc/pub/NeuralNet/html/NeuralNet.html | 2 +- doc/pub/NeuralNet/ipynb/NeuralNet.ipynb | 2 +- .../ipynb/ipynb-NeuralNet-src.tar.gz | Bin 210 -> 210 bytes doc/pub/NeuralNet/pdf/NeuralNet-minted.pdf | Bin 466987 -> 467117 bytes doc/src/NeuralNet/NeuralNet.do.txt | 2 +- 8 files changed, 6 insertions(+), 6 deletions(-) diff --git a/doc/pub/NeuralNet/html/._NeuralNet-bs061.html b/doc/pub/NeuralNet/html/._NeuralNet-bs061.html index 612846b95..8bae632f7 100644 --- a/doc/pub/NeuralNet/html/._NeuralNet-bs061.html +++ b/doc/pub/NeuralNet/html/._NeuralNet-bs061.html @@ -268,7 +268,7 @@ since the gradient of the ReLU function is 0 when its input is negative.

To solve this problem, you may want to use a variant of the ReLU function, such as the leaky ReLU discussed before or the so-called exponential linear unit (ELU) function $$ -ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z > 0,\\ z & z \le 0.\end{array}\right. +ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z < 0,\\ z & z \ge 0.\end{array}\right. $$

diff --git a/doc/pub/NeuralNet/html/NeuralNet-reveal.html b/doc/pub/NeuralNet/html/NeuralNet-reveal.html index 8fc3067d1..1022e6c03 100644 --- a/doc/pub/NeuralNet/html/NeuralNet-reveal.html +++ b/doc/pub/NeuralNet/html/NeuralNet-reveal.html @@ -2873,7 +2873,7 @@ since the gradient of the ReLU function is 0 when its input is negative. To solve this problem, you may want to use a variant of the ReLU function, such as the leaky ReLU discussed before or the so-called exponential linear unit (ELU) function

 
$$ -ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z > 0,\\ z & z \le 0.\end{array}\right. +ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z < 0,\\ z & z \ge 0.\end{array}\right. $$

 
diff --git a/doc/pub/NeuralNet/html/NeuralNet-solarized.html b/doc/pub/NeuralNet/html/NeuralNet-solarized.html index 4fe68b031..5aa97c64b 100644 --- a/doc/pub/NeuralNet/html/NeuralNet-solarized.html +++ b/doc/pub/NeuralNet/html/NeuralNet-solarized.html @@ -2731,7 +2731,7 @@ since the gradient of the ReLU function is 0 when its input is negative.

To solve this problem, you may want to use a variant of the ReLU function, such as the leaky ReLU discussed before or the so-called exponential linear unit (ELU) function $$ -ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z > 0,\\ z & z \le 0.\end{array}\right. +ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z < 0,\\ z & z \ge 0.\end{array}\right. $$

diff --git a/doc/pub/NeuralNet/html/NeuralNet.html b/doc/pub/NeuralNet/html/NeuralNet.html index a7600b8c4..e468079e7 100644 --- a/doc/pub/NeuralNet/html/NeuralNet.html +++ b/doc/pub/NeuralNet/html/NeuralNet.html @@ -2736,7 +2736,7 @@ since the gradient of the ReLU function is 0 when its input is negative.

To solve this problem, you may want to use a variant of the ReLU function, such as the leaky ReLU discussed before or the so-called exponential linear unit (ELU) function $$ -ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z > 0,\\ z & z \le 0.\end{array}\right. +ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z < 0,\\ z & z \ge 0.\end{array}\right. $$

diff --git a/doc/pub/NeuralNet/ipynb/NeuralNet.ipynb b/doc/pub/NeuralNet/ipynb/NeuralNet.ipynb index d347caee3..e9142f874 100644 --- a/doc/pub/NeuralNet/ipynb/NeuralNet.ipynb +++ b/doc/pub/NeuralNet/ipynb/NeuralNet.ipynb @@ -3021,7 +3021,7 @@ "metadata": {}, "source": [ "$$\n", - "ELU(z) = \\left\\{\\begin{array}{cc} \\alpha\\left( \\exp{(z)}-1\\right) & z > 0,\\\\ z & z \\le 0.\\end{array}\\right.\n", + "ELU(z) = \\left\\{\\begin{array}{cc} \\alpha\\left( \\exp{(z)}-1\\right) & z < 0,\\\\ z & z \\ge 0.\\end{array}\\right.\n", "$$" ] }, diff --git a/doc/pub/NeuralNet/ipynb/ipynb-NeuralNet-src.tar.gz b/doc/pub/NeuralNet/ipynb/ipynb-NeuralNet-src.tar.gz index b76609507e24034970dab0a0271dbae87336a992..e55a4b7de38deac349daa4de9100881792fb8b90 100644 GIT binary patch literal 210 zcmb2|=3w}jeIS~F`R)0$U55-r+7hqF9o^X^RDWw7d&xs5!H;Z8y_e5qEb`>~_HHfL zu30xbJKk^pY4JpP&gNNlzRxb}%nf>xZ*`tWu(}m zU5fhEi{@>=*FVgYm}dI-#~lC7B|go|1HD31HJ8r`d0f2e;!?ZQ?p~i3t@sr_v)?P6Dg14h^0Wk>y2ba}(0a60rUzaI*0V;p#HBwZZ>g<0e 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zJNcz^t@3Wn&vm>~-24j5r@7efY1x2@;q8j3RwMc2?zbjRvaEw@8a*it2{>4q3@Ho) zAkf8pUHDJ?-i_cl_>)k0a|bh5Hy3kb`~M(E6B~F}H)9t!FBfwQcn&U3E&u?Yib`Bj H0{(vha6Nw6 diff --git a/doc/src/NeuralNet/NeuralNet.do.txt b/doc/src/NeuralNet/NeuralNet.do.txt index 750133368..e4f4f12f7 100644 --- a/doc/src/NeuralNet/NeuralNet.do.txt +++ b/doc/src/NeuralNet/NeuralNet.do.txt @@ -2263,7 +2263,7 @@ since the gradient of the ReLU function is 0 when its input is negative. To solve this problem, you may want to use a variant of the ReLU function, such as the leaky ReLU discussed before or the so-called exponential linear unit (ELU) function !bt \[ -ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z > 0,\\ z & z \le 0.\end{array}\right. +ELU(z) = \left\{\begin{array}{cc} \alpha\left( \exp{(z)}-1\right) & z < 0,\\ z & z \ge 0.\end{array}\right. \] !et