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Ask HN: 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 5y agoA lot of it you can check here https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=chaos+deep+learning&oq=chaos+dee 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=chaos+theory+deep+learning&btnG= 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 5y agoChaotic 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.