RBFConnection_ Struct Reference

An RBF connection between two neural elements. More...

#include <ANN.h>

Public Attributes
real	w
	weight (= \(1/\sigma\)) More...
real	m
	mean More...

Detailed Description

An RBF connection between two neural elements.

It is used to express: \(y = \sum_i \big((m_i-f_i(x)) w_i\big)^2\). This type of connection has no extra features. When an RBF connection is created through the standard high-level function AddRBFHiddenLayer, then the layer output is \(g(y) = e^y\).

Definition at line 62 of file ANN.h.

Member Data Documentation

m

real RBFConnection_::m

mean

Definition at line 64 of file ANN.h.

w

real RBFConnection_::w

weight (= \(1/\sigma\))

Definition at line 63 of file ANN.h.

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The documentation for this struct was generated from the following file:

• src/libs/learning/ANN.h