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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
Related:

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 ?

A BSOD for All Seasons – Send Bad News via a Kernel Panic

https://bsod-fas.pages.dev/
1•keepamovin•2m ago•0 comments

Show HN: I got tired of copy-pasting between Claude windows, so I built Orcha

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Omarchy First Impressions

https://brianlovin.com/writing/omarchy-first-impressions-CEEstJk
1•tosh•7m ago•0 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
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Show HN: Versor – The "Unbending" Paradigm for Geometric Deep Learning

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Big Tech vs. OpenClaw

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1•headalgorithm•14m ago•0 comments

Anofox Forecast

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Ask HN: How do you figure out where data lives across 100 microservices?

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Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
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3•juujian•16m ago•1 comments

The protein denitrosylase SCoR2 regulates lipogenesis and fat storage [pdf]

https://www.science.org/doi/10.1126/scisignal.adv0660
1•thunderbong•18m ago•0 comments

Los Alamos Primer

https://blog.szczepan.org/blog/los-alamos-primer/
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NewASM Virtual Machine

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2•DEntisT_•23m ago•0 comments

Terminal-Bench 2.0 Leaderboard

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I vibe coded a BBS bank with a real working ledger

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1•simonvc•23m ago•1 comments

The Path to Mojo 1.0

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5•sakanakana00•29m ago•1 comments

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Hot Reloading in Rust? Subsecond and Dioxus to the Rescue

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Golden Cross vs. Death Cross: Crypto Trading Guide

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Hoot: Scheme on WebAssembly

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What the longevity experts don't tell you

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Monzo wrongly denied refunds to fraud and scam victims

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Bash parallel tasks and error handling

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