-1

I'm not an expert in machine learning. Is there any textbook (with a decent amount of mathematical rigor) that cover the subjects neural network / convolutional neural network / GAN network?

I've the Mitchell - Machine Learning but it is a bit old and it doesn't cover CNN and GAN.

Even a list would be fine so I can check by myself which one is more suitable.

user8469759
  • 213
  • 1
  • 8
  • Just to be more specific, I'm already following online courses, but I don't like them and I really would prefer textbooks that I can read through. – user8469759 Nov 20 '18 at 09:38
  • I understand - there are a few books mentioned in the answers to that question. Please check if those address your requirements; if you need something different, you could edit your question to explain more about what you're after. – mkt Nov 20 '18 at 09:42
  • They seem to be a bit old, also most of the links seem to be lecture notes or similar. Maybe something which is more recent, which covers the three topics I mentioned. – user8469759 Nov 20 '18 at 09:47

1 Answers1

0

My suggestion is to look at:

Deep Learning by Ian Goodfellow , Yoshua Bengio, Aaron Courville

Which covers Neural Network, CNN, Boltzmann Machines. I'm not sure if it covers also GANs.

Sven Hohenstein
  • 6,285
  • 25
  • 30
  • 39
robbisg
  • 160
  • 1
  • 11