The perception feed forward Artificial Neural Network is designed for the
testing and training of practical data. Maximum practical sensitivity found in 94.55 % with  1% Pd doped SnO2 based thick film
gas sensor at 300°C. Gradient Descent
Back-propagation with adaptive learning rate network function, the maximum
sensitivity for tansin network transfer function was found to be 94.55% (300 ml
concentration) at 300°C compare to other transfer network function(purelin
& logsin). The minimum error found on Tansin network transfer function here
we used Gradient Descent Back-propagation with adaptive learning algorithm.The multilayer
perceptron feed forward ANN was design for the testing and training purpose
using Levenberg -Marquardt feed forward propagation. LEARNGDM is used as its
adaptation learning function and MSE is used as performance function.The
maximum sensitivity recorded for 1% Pd doping sensor was calculated as 94.55%
at 300°C.Levenberg -Marquardt feed forward propagation algorithm, the maximum
sensitivity in tansin network transfer function was found to be 94.54% at 300°C
compare to network other transfer function.
The maximum sensitivity recorded for 1% Pd doping sensor was 94.55% at 300°C.
When the sensitivity was tested by matlab software neural network tool through Gradient
Descent Backpropagation with adaptive learning rate algorithm network function
in purelin network transfer function, the
maximum sensitivity for network was found to be 94.54% at 300°C  as compared to Levenberg -Marquardt
feed forward propagation algorithm in
tansin network transfer function, the maximum sensitivity for network was found
as 94.55 % at 300 °C . Levenberg -Marquardt feed forward propagation algorithm
is the most preferred technique in comparison to Gradient Descent
Backpropagation with adaptive learning rate algorithm.

eed forward propagation algorithm in
tansin network transfer function, the maximum sensitivity for network was found
as 94.55 % at 300 °C . Levenberg -Marquardt feed forward propagation algorithm
is the most preferred technique in comparison to Gradient Descent
Backpropagation with adaptive learning rate algorithm 

We Will Write a Custom Essay Specifically
For You For Only $13.90/page!


order now