The intro chapter of the Deep Learning book has a nice and thorough exploration of history and trends http://www.deeplearningbook.org/contents/intro.html …
This is pretty interesting on the history of AI in general: http://ai.stanford.edu/~nilsson/QAI/qai.pdf …
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opps, this is too long to read :-)
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