[HN Gopher] Hopfield Networks Is All You Need (2020)
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       Hopfield Networks Is All You Need (2020)
        
       https://github.com/ml-jku/hopfield-layers
        
       Author : liamdgray
       Score  : 32 points
       Date   : 2025-08-04 18:34 UTC (3 days ago)
        
 (HTM) web link (arxiv.org)
 (TXT) w3m dump (arxiv.org)
        
       | dang wrote:
       | Related:
       | 
       |  _Hopfield Networks Is All You Need_ -
       | https://news.ycombinator.com/item?id=26990000 - April 2021 (40
       | comments)
        
       | jdefr89 wrote:
       | 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.
        
       | hodgehog11 wrote:
       | 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 wrote:
         | 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/...
        
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