Hopfield Networks Is All You Need (2020)

https://arxiv.org/abs/2008.02217

41•liamdgray•6mo ago

https://github.com/ml-jku/hopfield-layers

Comments

dang•6mo ago

Hopfield Networks Is All You Need - https://news.ycombinator.com/item?id=26990000 - April 2021 (40 comments)

jdefr89•6mo ago

So far I’ve needed hundreds of “all you needs” beginning to think papers with that title are not all I need… Let’s try and get a bit more creative than stealing the same name scheme used when Transformers were introduced.

IshKebab•6mo ago

Tech authors seem to absolutely love hackneyed titles.

We're lucky it isn't "Falsehoods programmers believe about the unreasonable effectiveness of hopfield networks considered harmful, for fun and profit."

hodgehog11•6mo ago

I remember when this came out. It seemed cute, but appeared to have very little impact long-term unless I'm mistaken. Have there been any major developments from this?

dawnofdusk•6mo ago

Yann LeCun (Meta AI head) is still all-in on energy based models, which are basically Hopfield-like. Not sure if there are any major developments in that direction, but the hype/optimism is still there. https://iopscience.iop.org/article/10.1088/1742-5468/ad292b/...

revskill•6mo ago

Gemini is good enough ?

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