How do I compile MATLAB files that call Neural Network Toolbox

How do I compile MATLAB files that call Neural Network Toolbox functions into stand-alone applications, in MATLAB releases R13 or older?

I would like to generate a stand-alone application from MATLAB code that uses the Neural Network Toolbox. Is it possible with MATLAB Compiler 3.0 (R13)?

ANSWER

Matlabsolutions.com provide latest MatLab Homework Help,MatLab Assignment Help for students, engineers and researchers in Multiple Branches like ECE, EEE, CSE, Mechanical, Civil with 100% output.Matlab Code for B.E, B.Tech,M.E,M.Tech, Ph.D. Scholars with 100% privacy guaranteed. Get MATLAB projects with source code for your learning and research.

Compiler releases before 3.0 (R13) do not support deployment of MATLAB objects within functions; the Neural Network Toolbox therefore does not allow you to export a trained network to C, C++, or Java for these releases.

If you are trying to use a trained network in a C or Java environment you can use the following steps:

1) Train the network ‘completely’ in the Neural Network Toolbox.

2) Use the GENSIM function to create a Simulink block of the trained network.

3) Use the Real Time Workshop to create a standalone application.

Alternately, you can save the weight matrix and bias matrix along with other information about the network into a data file and read it into your C, C++, or Java application.

Here is an example that demonstrates this:

P = [0 1 2 3 4 5 6 7 8 9 10];
T = [0 1 2 3 4 3 2 1 2 3 4];
% Before training, use the following codenet = newff([0 10],[5 1],{'tansig' 'purelin'});
Y = sim(net,P);
plot(P,T,P,Y,'o')

Now, train the system using the following code:

SEE COMPLETE ANSWER CLICK THE LINK

--

--

--

Simple! That is me, a simple person. I am passionate about knowledge and reading. That’s why I have decided to write and share a bit of my life and thoughts to.

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Advance your CSS with Sass, BEM, and 7–1 Architecture

How to track statistics on all queries in your Postgres database to prevent slow queries or…

Deploying Kubernetes Clusters With Kops And Terraform

Teaching with PingoLearn: My Experience

How to understand an already existing test automation framework and how can we contribute towards…

Windows Essentials Software Bundle

Kafka Stream Processing — Composing Views By Example

Setting up GIT For Unity

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Technical Source

Technical Source

Simple! That is me, a simple person. I am passionate about knowledge and reading. That’s why I have decided to write and share a bit of my life and thoughts to.

More from Medium

I am the beginer for doing simple image subtration to obtain defect image.

Intro to TensorFlow

Quick Tutorial on Matlab Deep Learning Toolbox Part 1

Generating Golf Clubs with StyleGAN2-ADA : I created the new golf driver design !