COMPUTATIONAL DESIGNER

Neural Network

UNDERSTANDING NEURAL NETWORKS

01

HOME

brief, introduction.

An explorational programming project into neural networks

02

ABOUT

about who I am and what I enjoy doing.

03

PORTFOLIO

some projects I've worked on.

04

EXPERIENCE

my skills,

qualifications and industry experience.

05

CONTACT ME

keeping touch

PROJECT TYPE:

Computation

WHAT I DID:

● Programming ● Research ● Machine Learning ● Data Clustering

project description

This project aimed to visualise neural networks and the relationships within the data. In this case we used the NMIST database of handwritten digits. They were fed one by one into the network and based on the errors the connection between each neuron was tuned, a process called Back-propagation. At the end the network is able to recognise the digits with approximately an 80% success rate,

project

brief

To understand a simple three layer neural network by visualising the data and the network.

technology

used

All experiments were carried out in JAVA in the Eclipse IDE using the Processing library for visuals.

gallery results

FOLLOW MY BLOG

Enter your email to receive notifications of

my latest blogs.

FOLLOW ME ON TWITTER

I tweet what I find interesting about design

& development. Nothing else

FOLLOW

SO!

Do you have a project?

Submitting Form...

The server encountered an error.

Form received.

I'll never distrinute your email. I'm anti spam.

COMPUTATIONAL DESIGNER

HOME

ABOUT

PORTFOLIO

© 2016 Made with by Charles Fried. All rights reserved.

EXPERIENCE

CONTACT ME