N N E

Neural Network Explorer, Desktop Software Application
mac - win - unix - linux


Project Goal & User Story:

Rapid visual prototyping of small Artificial Neural Networks (ANNs) for K-12, college, research, or general academic environments.

Beta Version (Free)

Download Link: NeuralNetworkExplorer_Beta.jar
Size: 329 KB

This is a desktop application written entirely in Java 8, runnable with a JVM installed on user's OS.


Screen Shots



Features


Architecture & Design Patterns

Architecturally, the Neural Network Explorer application adheres to the Model Viewer Controller (MVC) design pattern.
Shown below is a visual mapping of how MVC is segmented with respect to this project.



Developers -> A brief Object Oriented Class architecture explanation and java class definitions can be found on the github link for this project.

Publications for this Project

Object Oriented Programming: Neural Networks, Part 1, by Lance Dooley 2017
In this article, we focus our attention on how Object Oriented Programming techniques can represent a biological system such as a Neural Network.

Object Oriented Programming: Neural Networks, Part 2, by Lance Dooley 2017
We continue refining our digital model of a neuron, define the Net Input Function, and begin discussing how a neuron processes information.

Object Oriented Programming: Neural Networks, Part 3, by Lance Dooley 2017
Complete modeling the logical Neuron unit and look at a few simple test cases using the Sigmoid Function for the Activation Function


<- Object Oriented Programming source code, Neuron Modeling on Github

This section is for developers who wish to take a look at or utilize the source code for the Data Structure(s) for the Neural Network Explorer.

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Contact

Contact person for this project can be reached at: email: lance@lancedooley.com