Also, NNs were already popular once in the 80s, I guess all you are saying people would have said back then too. Didn't work out that time, so your argument has to be different from then.
This is notoriously hard as a twitter discussion but hopefully some of those papers will help!
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What does it look like to try to do the same for a symbolic approach? Perhaps production system models like ACT-R http://act-r.psy.cmu.edu/wordpress/wp-content/uploads/2012/12/526FSQUERY.pdf … or AI visions like https://groups.csail.mit.edu/genesis/
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I like Eliasmith’s modeling work which is kinda deep learning agnostic https://www.amazon.co.uk/How-Build-Brain-Architecture-Architectures/dp/0190262125 …
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Are there a bigger set of articles beyond this one that we should refer to?