.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/methods/ann/activation_functions/softplus_function.hpp" 3 "Sun Aug 30 2020" "Version 3.1.1" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/methods/ann/activation_functions/softplus_function.hpp
.SH SYNOPSIS
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.PP
.SS "Classes"

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.ti -1c
.RI "class \fBSoftplusFunction\fP"
.br
.RI "The softplus function, defined by\&. "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "strip_type\&.hpp "
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.RI " \fBmlpack::ann\fP"
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.RI "Artificial Neural Network\&. "
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.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Vivek Pal
.RE
.PP
Definition and implementation of the softplus function as described by Charles Dugas, Yoshua Bengio, Franc¸ois Belisle, Claude Nadeau & Rene Garcia\&.
.PP
For more information, please see the following paper:
.PP
.PP
.nf
@inproceedings{Dugas2001,
  author    = {Dugas, Charles and Bengio, Yoshua and Belisle, Francois and
               Nadeau, Claude and Garcia, Rene},
  title     = {Incorporating Second-Order Functional Knowledge for Better
               Option Pricing},
  booktitle = {Advances in Neural Information Processing Systems},
  year      = {2001}
}
.fi
.PP
.PP
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license\&. You should have received a copy of the 3-clause BSD license along with mlpack\&. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information\&. 
.PP
Definition in file \fBsoftplus_function\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.