Schmidhuber’s Deep Learning in Neural Networks—I think this is fine for a history until 2014 if you discount all the self congratulation :) Yes, this is a paper, but it’s 88 pages long, so I think it counts!
Rosenfeld and Anderson’s Talking Nets covers the history of neural networks until ~2000!
There isn’t really a good book on recent ML (e.g. post GPT-3), but here’s a few resources that cover older periods:
Chapter 1 of Goodfellow’s Deep Learning Textbook covers the history until 2015.
Schmidhuber’s Deep Learning in Neural Networks—I think this is fine for a history until 2014 if you discount all the self congratulation :) Yes, this is a paper, but it’s 88 pages long, so I think it counts!
Rosenfeld and Anderson’s Talking Nets covers the history of neural networks until ~2000!
Thank you Lawrence!