Simulation Results
An Example of Nonlinear Coordinates and Resistive Values |
Nonlinear coordinates
Values of conductance .
has similar values.
Errors of the one-dimensional network when one input k is 1
and the others are 0 |
Errors when
region [-1,1], perturbation of resistive value: 0.05,
100 nodes, k-th input =1,the others is 0
Errors of the one-dimensional network when all inputs are
1
|
Errors when
region [-1,1], perturbation of resistive value: 0.05,
all inputs have the same value 1, the number of nodes N is varied from 10 to 100.
Errors of the two-dimensional network when input (i,j)=1 and
the others are 0 |
Errors when 20*20 nodes, the region is [-1,1]*[-1,1], perturbation of
resistive value: 0.05, input (i,j)=1 and the others are 0, where
i=1 or 10 and j is varied from 1 to 20.
For comparison, theoretical errors of the one-dimensional network with
N=20 are also shown. This figure indicates that
errors of the two-dimensional network are smaller than those of the
one-dimensional network.
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