AI News, A simple neural network with Python and Keras
- On Wednesday, October 17, 2018
- By Read More
A simple neural network with Python and Keras
In the remainder of this blog post, I’ll demonstrate how to build a simple neural network using Python and Keras, and then apply it to the task of image classification.
While there are many, many different neural network architectures, the most common architecture is the feedforward network: In this type of architecture, a connection between two nodes is only permitted from nodes in layer i to nodes in layer i + 1 (hence the term feedforward;
For example, in the figure above, there are a total of 2 x 3 = 6 connections between layer 0 and layer 1 — this is where the term “fully connected” or “FC” for short, comes from.
- On Thursday, June 27, 2019
How to Make a Neural Network - Intro to Deep Learning #2
How do we learn? In this video, I'll discuss our brain's biological neural network, then we'll talk about how an artificial neural network works. We'll create our own ...
[MINI] Feed Forward Neural Networks
Feed Forward Neural Networks In a feed forward neural network, neurons cannot form a cycle. In this episode, we explore how such a network would be able to ...
Neural Network Tutorial - Ch. 13.1: Character Recognition Intro
In this video I show you some of the simple character recognition demo data we'll use, and illustrate the XML Viewer program I wrote for you guys to use when ...