HACKER Q&A
📣 ghosthamlet

Are there any research using chaos theory to study Deep neural network?


I just know and reading this book: Emergence: From Chaos To Order (https://www.amazon.com/Emergence-Chaos-Order-Helix-Books/dp/0738201421),

but it just studied simple shadow neural network,

Are there any research using chaos theory to study Deep neural network?

  👤 veaxvoid Accepted Answer ✓
A lot of it you can check here https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=chao... or https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=chao...

Also try to search for chaos in reinforcement learning. Hope it will help

👤 PaulHoule
Chaotic systems are iterative, that is, you keep data through the same function over and over again.

As usually used, neural networks run in a single pass, you get data in and get data out.

If you iterated a deep neural network you'd probably find chaos and other dynamic phenomena. But if you just run it once, nope.