Neural Networks, Types, and Functional Programming

Deep learning, despite its remarkable successes, is a young field – perhaps ten years old. While mod
colah's blog 2015年09月03日

Visual Information Theory

I love the feeling of having a new way to think about the world. I especially love when there’s some
colah's blog 2015年09月03日

Calculus on Computational Graphs: Backpropagation

Backpropagation is the key algorithm that makes training deep models computationally tractable. For
colah's blog 2015年08月31日

Understanding LSTM Networks

Humans don’t start their thinking from scratch every second. As you read this essay, you understand
colah's blog 2015年08月27日

Visualizing Representations: Deep Learning and Human Beings

In a previous post, we explored techniques for visualizing high-dimensional data. Trying to visualiz
colah's blog 2015年01月16日