Writing Neural Networks from Scratch
09:00 AM - 09:55 AM on July 17, 2016, Room CR4Eric Schles
- Audience level:
- intermediate
- Watch:
- https://www.youtube.com/watch?v=4PjBAO7Uy_Y
Description
In this talk we'll go through neural networks, explaining them from scratch. The only background required is an understanding of Python, basic linear algebra and calculus.
Abstract
In this talk I'll be covering vanilla neural networks, recurrent neural networks, and convolutional neural networks. After that, time permitting I'll show some fun examples of neural networks in the wild - game AI, facial recognition, and prediction.