softplus_function.hpp File Reference
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class  SoftplusFunction
 The softplus function, defined by. More...



Linear algebra utility functions, generally performed on matrices or vectors.
Artificial Neural Network.

Detailed Description

Vivek Pal

Definition and implementation of the softplus function as described by Charles Dugas, Yoshua Bengio, Franc¬łois Belisle, Claude Nadeau & Rene Garcia.

For more information, please see the following paper:

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}

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Definition in file softplus_function.hpp.