%0 Journal Article
%T On Some Properties of a Hetereogeneous Transfer Function Involving Symmetric Saturated Linear (SATLINS) with Hyperbolic Tangent Sigmoid (TANSIG) Transfer Functions
%A Christopher Godwin Udomboso
%J Progress in Applied Mathematics
%D 2013
%I 
%R 10.3968/j.pam.1925252820130502.2994
%X Transfer functions maps the input layer of the statistical neural network model to the output layer.  To do this perfectly, the function must lie within certain bounds.  This is a property of probability distributions.  This paper establishes the heterogeneous transfer function, SATLINS_TANSIG, as a Probability Distribution Functions (p.d.f) by showing that it is proper.  It also shows the mean and variance.
%K Statistical neural network
%K SATLINS
%K TANSIG
%K SATLINS_TANSIG
%K Mean
%K Variance
%U http://cscanada.net/index.php/pam/article/view/3361