Hopfield Networks Is All You Need (2020)

Hopfield Networks Is All You Need (2020)(arxiv.org)

41 points by liamdgray 287 days ago | 6 comments

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

jdefr89 284 days 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 283 days 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 284 days 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 284 days 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/...

dang 284 days ago |

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

revskill 283 days ago |

Gemini is good enough ?