Neural Network Toolbox™

Saturating linear transfer function

Graph and Symbol

Syntax

• A = satlin(N,FP)
  dA_dN = satlin('dn',N,A,FP)
  info = satlin(code)
  

Description

satlin is a neural transfer function. Transfer functions calculate a layer's output from its net input.

satlin(N,FP) takes one input,

N	S x Q matrix of net input (column) vectors
FP	Struct of function parameters (ignored)

and returns A, the S x Q matrix of N's elements clipped to [0, 1].

satlin('dn',N,A,FP) returns the S x Q derivative of A with respect to N. If A or FP is not supplied or is set to [], FP reverts to the default parameters, and A is calculated from N.

satlin('name') returns the name of this function.

satlin('output',FP) returns the [min max] output range.

satlin('active',FP) returns the [min max] active input range.

satlin('fullderiv') returns 1 or 0, depending on whether dA_dN is S x S x Q or S x Q.

satlin('fpnames') returns the names of the function parameters.

satlin('fpdefaults') returns the default function parameters.

Examples

Here is the code to create a plot of the satlin transfer function.

• n = -5:0.1:5;
  a = satlin(n);
  plot(n,a)
  

Assign this transfer function to layer i of a network.

• net.layers{i}.transferFcn = 'satlin';
  

Algorithm

• a = satlin(n) = 0, if n <= 0
                  n, if 0 <= n <= 1
                  1, if 1 <= n
  

See Also

sim, poslin, satlins, purelin

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