Pure CSS neural network: easier than you think

Nov 5, 2023 ·

The article examines the potential of using pure CSS to create a neural network AI system. The main idea is that it’s not as hard as you might think to use CSS in this way, and much can be achieved with a few lines of code.

The author explains how the HTML element can be used to build a basic single-layer perceptron model, which is an algorithm at the core of many machine learning applications. It also looks at the possibility of using other CSS properties such as “stacking context” and the “flexbox” layout model to build a multi-layer neural network.

The article then goes on to explore some practical examples of building a neural network using pure CSS, including an example of a deep learning convolutional neural network for image classifier. All these examples demonstrate how it’s possible to construct a powerful AI system using nothing but CSS, and could be used to create innovative web apps.

Overall, the article is a great introduction to the potential of using CSS to build AI systems. It introduces the basics of neural networks, provides a few examples, and shows how CSS can be used to construct powerful AI solutions. With this knowledge, developers can start exploring the possibilities of using pure CSS to create sophisticated AI systems.