Neuron September 2021 PMID 34380016

Single cortical neurons as deep artificial neural networks.

David Beniaguev, Idan Segev, Michael London

Mentions

196
Peak: 79 in Apr 2024
across 7 sources since Aug 2021

Extended reach

1,060,654
potential audience

Total likes

12,264

Video views

289,406

Mentions per month

Aug 2021 – Apr 2025

Where it's discussed

  • X / Twitter158 posts
  • News16 articles
  • Blogs8 articles
  • Reddit6 posts
  • Bluesky4 posts
  • YouTube2 videos
  • Facebook2 posts

AI synopsis

What people are saying

The discussions highlight critical points from the research, noting how a single cortical neuron can be approximated by deep neural networks requiring 5-8 layers. For example, one participant discussed how attempts to simplify neuron modeling often overlook biological complexities, signaling a thoughtful critique of the original study. This tone of excitement and deep inquiry, conveyed through phrases like 'that's interesting' and 'this is a big deal', reflects a blend of admiration for the study and skepticism towards oversimplified models.

AgreementModerate agreement

Most discussions reflect a positive view of the publication, recognizing its significance.

InterestHigh interest

Posts indicate high curiosity and relevance, citing the innovative aspects of the research.

EngagementModerate engagement

While some posts delve deeper into technical comparisons, others provide surface-level acknowledgments.

ImpactHigh impact

Many users believe the findings can have a substantial influence on our understanding of neural computation.

Abstract in brief

  • The study introduces a method to analyze the complexity of how individual cortical neurons process information using deep neural networks (DNNs).
  • A DNN with multiple layers effectively imitated the input-output behavior of specific neuron models, demonstrating its ability to generalize beyond the initial training data.
  • Findings suggest that the way neurons integrate signals can be understood as recognizing patterns, highlighting the specialized structure of cortical networks that enhances their computational capabilities.

Top posts

Most liked on X and Bluesky
Anders Sandberg
@anderssandberg · X

A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work happen, and I am already overstretched - I need more copies!). https://t.co/h10ToRNQ6D

Nov 7, 2023 · 26 likes · 4 shares · 28,617 followers View post →
Rational Animations
@RationalAnimat1 · X

New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 24 likes · 8 shares · 3,136 followers View post →
Anders Sandberg
@anderssandberg · X

Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2a To be fair, Beniaguev, Segev & London have a neat way of quantifying it using a kind of circuit complexity: https://t.co/qnLgIAiWOY

Sep 3, 2021 · 17 likes · 2 shares · 28,765 followers View post →
Knut Jägersberg
@JagersbergKnut · X

Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones98 @bamitav @rvp @sallyeaves @BetaMoroney @sonu_monika @TheAIObserverX https://t.co/5yM3SNbqVe https://t.co/I91GZAMob7

Jan 5, 2025 · 16 likes · 8 shares · 6,942 followers View post →
すいしぇ/Susaki EA
@suishess · X

I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD

Sep 13, 2021 · 15 likes · 3 shares · 2,930 followers View post →
Rishikesh Narayanan
@cnl_mbu_iisc · X

How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI/ML is stuck in the past about what a single neuron can do! https://t.co/zStTAazugh @mikilon

Sep 23, 2021 · 15 likes · 4 shares · 1,665 followers View post →

All mentions

Irtiza
@Ertezah · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 17, 2025 · 233 shares · 312 followers View post →
Dr. Khulood Almani | د.خلود المانع
@Khulood_Almani · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 6, 2025 · 8 shares · 132,954 followers View post →
Nathalia Le Hen
@NathaliaLeHen · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 2,774 followers View post →
GECYEN
@GECYEN_UNIOVI · X

RT @sespa5investiga: Single cortical neurons as deep artificial neural networks - ScienceDirect https://t.co/zZJxuP3BDS

Jan 5, 2025 · 1 share · 235 followers View post →
Thijs
@tbressers.bsky.social · Bluesky

Single cortical neurons as deep artificial neural networks->Biological computational superiority? www.sciencedirect.com/science/arti...

Jan 5, 2025 View post →
Françoise Morvan
@FmFrancoise · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 14,272 followers View post →
BusinessIntelligence
@bimedotcom · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 16,113 followers View post →
#RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech
@rvp · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 4,876 followers View post →
Dr. Theophano Mitsa ☦️
@theomitsa · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 9,678 followers View post →
Ethan Clark
@EthanInNature · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 26 followers View post →
Fati Sule
@sulefati7 · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 3,862 followers View post →
Comisión Investigación e Innovación Área V SESPA
@sespa5investiga · X

Single cortical neurons as deep artificial neural networks - ScienceDirect https://t.co/zZJxuP3BDS

Jan 5, 2025 · 1 like · 1 share · 642 followers View post →
Tony Moroney
@BetaMoroney · X

RT @JagersbergKnut: Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_…

Jan 5, 2025 · 8 shares · 14,286 followers View post →
Knut Jägersberg
@JagersbergKnut · X

Single cortical neurons as deep artificial neural networks->Biological computational superiority? @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones98 @bamitav @rvp @sallyeaves @BetaMoroney @sonu_monika @TheAIObserverX https://t.co/5yM3SNbqVe https://t.co/I91GZAMob7

Jan 5, 2025 · 16 likes · 8 shares · 6,942 followers View post →
arnau-m-l
@arnauya.bsky.social · Bluesky

also here!!! Beniaguev, D., Segev, I., & London, M. (2021). Single cortical neurons as deep artificial neural networks. Neuron, 109(17), 2727-2739.

Dec 16, 2024 · 6 likes View post →
Mac Shine
@macshine.bsky.social · Bluesky

I don't doubt that you can gain insights from ANNs by treating them *as if* they are neurons, but cellular diversity is a real issue. Brains are full of physical tricks that alter computation - e.g. L5Bs pubmed.ncbi.nlm.nih.gov/34380016 Training ANNs likely blurs this comp across both nodes & edges

Dec 16, 2024 · 4 likes · 2 shares View post →
Andrew MacAskill
@macaskillaf.bsky.social · Bluesky

or i guess we just go here next: pubmed.ncbi.nlm.nih.gov/34380016/

Dec 15, 2024 · 2 likes View post →
Center of The Maze
@Maze_s_Center · X

Modelling the neuron as an artificial neural network has also been done by @DavidBeniaguev. "Single Cortical Neurons as Deep Artificial Neural Networks" end/ https://t.co/o64mwffxEF

Nov 3, 2024 · 322 followers View post →
Kevin Yager
@KevinGYager · X

@Miles_Brundage A sort of "paradox" to think about: bio neurons are fairly powerful; each equivalent of a DNN of 5-8 layers. https://t.co/dMRxmSOBmf So total human brain compute is large. Yet the experiential stream of a human is narrow: ~10 bits/s. https://t.co/XOP7rtP8FT

Oct 27, 2024 · 3 likes · 119 followers View post →
Comisión Investigación e Innovación Área V SESPA
@sespa5investiga · X

Single cortical neurons as deep artificial neural networks - PubMed https://t.co/PT72iAHriS

Oct 14, 2024 · 642 followers View post →
Ryan Morey
@RyanMorey · X

@Timothy0Leary https://t.co/tIpgQM7Pvs

Oct 14, 2024 · 5 likes · 628 followers View post →
GOON MASTER SOPHONT SIMP
@SOPHONTSIMP · X

Something funny about ANNs is that they are based on a grossly simplified conception of neurons but enough of them can nonetheless approximate certain neuronal behaviors anyway. https://t.co/aIgglV1rpL

Oct 8, 2024 · 4 likes · 1,557 followers View post →
Fish
@Brevican · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Sep 25, 2024 · 233 shares · 52 followers View post →
GOON MASTER SOPHONT SIMP
@SOPHONTSIMP · X

@KeyTryer @philipcball You don’t need to assume neurons work like ANNs exactly, you just need to assume neurons are describable as functions, and if they are an ANN is capable of converging on them. This has been done to a certain extent with neuronal firing behavior https://t.co/aIgglV1Zfj

Sep 23, 2024 · 1 like · 1,557 followers View post →
Rosaura Brisuela @roswitta.bsky.social
@Roswitamind · X

RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…

Sep 23, 2024 · 3 shares · 1,282 followers View post →
Roberto Toro r3rt0@mstdn.social r3rt0.bsky.social
@R3RT0 · X

RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…

Sep 22, 2024 · 3 shares · 3,836 followers View post →
Keisuke Suzuki @ksks.bsky.social
@ksk_S · X

RT @Gooskying: layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!…

Sep 22, 2024 · 3 shares · 2,716 followers View post →
Cauxsquet
@Gooskying · X

layer5 cortical pyramidal cell is anything but a perceptron. With NMDA channels it's well modeled by CNN with 5-8 layers(!!!). How come i didn't know that;( Single cortical neurons as deep artificial neural networks(2021): Neuron https://t.co/wcrOiY5KPI?

Sep 22, 2024 · 5 likes · 3 shares · 63 followers View post →
Ryan Morey
@RyanMorey · X

@pdhsu https://t.co/tIpgQM7hFU

Aug 8, 2024 · 628 followers View post →
RxFlow Robotics
@RxflowR · X

@tunguz To replicate the Input/Output behavior (spikes) of a single neuron, we need a 5 to 8 layers convolutional network. 100 billion neurons per human, so the scale is not overwhelming—but the architecture seems way to complicated to replicate. https://t.co/VPeRwAZN9a

May 27, 2024 · 2 likes · 402 followers View post →
Mike Knoop
@mikeknoop · X

@natfriedman I thought this was 2021 paper was a useful benchmark of min repro. 2048 DNN nodes simulated 1 neuron with >99% accuracy. Page 8. https://t.co/nMEtVDDnDW

May 17, 2024 · 6 likes · 22,688 followers View post →
GAMA Miguel Angel
@miangoar · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 6, 2024 · 233 shares · 1,518 followers View post →
mockpate
@mockpate · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 3, 2024 · 233 shares · 365 followers View post →
Lil Bindle
@YungBindlestiff · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 3, 2024 · 233 shares · 115 followers View post →
Rei Akaishi
@rei_akaishi · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 3, 2024 · 233 shares · 2,855 followers View post →
Xiaoxiao Wang
@xiaoxiao_mri · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 3, 2024 · 233 shares · 663 followers View post →
Andry Andrianarivelo
@Andrianarivelo_ · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 2, 2024 · 233 shares · 2,172 followers View post →
Abdou Mousas
@AbdouMousas · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 2, 2024 · 233 shares · 76 followers View post →
Abdel.rayan
@Abdelrayan2 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 2, 2024 · 233 shares · 354 followers View post →
Victor Pedrosa
@victorpedrosabc · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 2, 2024 · 233 shares · 187 followers View post →
KB Choi
@kwangbom · X

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Apr 2, 2024 · 233 shares · 504 followers View post →
Leonardo Novelli
@novelli_leo · X

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Apr 2, 2024 · 233 shares · 499 followers View post →
Wenhao
@twh112358 · X

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santiago blas
@santiblaas · X

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バ
@bababaababaabab · X

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Opher Donchin
@opherdonchin · X

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Apr 1, 2024 · 233 shares · 729 followers View post →
X
@Carmen9942 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 131 followers View post →
Alicia Che 车玥
@AliciaYChe · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 417 followers View post →
Will Redman
@wredman4 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 373 followers View post →
Dr Anna Harutyunyan
@brain_scientia · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 187 followers View post →
Murayama lab, RIKEN CBS
@mlab_cbs · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,477 followers View post →
Guillermo Parada
@ge_parada · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 661 followers View post →
Fenil Doshi
@fenildoshi009 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 647 followers View post →
Tae Hoon Kim
@taehoonkim · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 782 followers View post →
Benucci Lab
@BenucciLab · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 345 followers View post →
Hallou Lab
@Hallou_Lab · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 930 followers View post →
Riccardo Capecchi
@blepiro · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,612 followers View post →
blue
@theproteindance · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 571 followers View post →
Jack Cole
@MindsAI_Jack · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 2,360 followers View post →
trent
@Sheffield_Lab · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,304 followers View post →
James Eales
@EalesJames · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 391 followers View post →
Lior Pachter
@lpachter · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 46,913 followers View post →
Dimitris Volteras
@DVolteras · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 251 followers View post →
choiLab
@jungminchoilab · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Clara H. Whyte
@ClaraHWhyte · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 928 followers View post →
Abdul Rehman
@iamayybee · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 284 followers View post →
Blake Porter
@BlakeP_Neuro · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,016 followers View post →
Scofield Laboratory
@ScofieldLab · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,308 followers View post →
Dr. Phillip Alvelda
@alvelda · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 3,771 followers View post →
Aleksandra Gavrilova
@shura_gav · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 120 followers View post →
Suiliang Xia
@YanYang80603102 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 53 followers View post →
Hani Goodarzi
@genophoria · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 5,878 followers View post →
Cameron
@C87373578 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 27 followers View post →
Tim Lawn
@lawn_tim · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 376 followers View post →
CY
@ilovecat1998 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 30 followers View post →
Lingzhong Fan
@Lingzhong_Fan · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Linden Parkes
@LindenParkes · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Distending the grammatical Overton window
@brettrey3 · X

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Steeve Laquitaine, PhD
@sl_neuro · X

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Ordinary Person
@ord_per · X

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Olivier Marre
@RetinaGeek · X

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Nick Tolley
@NickTolley4 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Vitaly Lerner
@LernerVitaly · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Tim Gollisch
@TimGollisch · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 859 followers View post →
Thomas Biba
@ThomasBiba1 · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 101 followers View post →
Mattia Bonzanni
@MattiaBonzanni · X

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Apr 1, 2024 · 233 shares · 148 followers View post →
Sverre Grødem
@GrSverre · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

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Kevin L
@kvnlpez · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 133 followers View post →
Maxime Beau, Ph.D.
@maxime_beau · X

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Jiri Fajtl
@ok1zjf · X

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Marcus Daghlian
@DagNsci · X

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Tanmay Rastogi 
@TanmayRastogi07 · X

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S K
@AK31418 · X

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Amir
@jafarii_amir · X

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Robert Dionne
@robertsdionne · X

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Jan Erik Bellingrath
@BellingrathJan · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 41 followers View post →
hóngrú
@HongruH · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 213 followers View post →
Kevin Mitchell
@WiringTheBrain · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 40,245 followers View post →
Zahra Moradimanesh
@zrmor · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 339 followers View post →
Magdalena Kachlicka @mkachlicka.bsky.social
@mkachlicka · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 935 followers View post →
Florian Resch
@flo_resch · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 951 followers View post →
Chris the Proletarian
@rejuvepedia · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 463 followers View post →
Mac Shine
@jmacshine · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 3,968 followers View post →
HB lab
@hb_cell · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,790 followers View post →
Cuau Suarez
@cuau_suarez · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 17 followers View post →
Saber C. Saharkhiz
@SaharkhizSaber · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 667 followers View post →
Rosaura Brisuela @roswitta.bsky.social
@Roswitamind · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,282 followers View post →
roadzhang
@roadzhang · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 120 followers View post →
Luca Ambrogioni
@LucaAmb · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 6,494 followers View post →
Rubén Martínez
@EldarSilver · X

RT @DavidBeniaguev: Out work about "Single Cortical Neurons as Deep Artificial Neural Networks" was finally published in Neuron With @miki…

Apr 1, 2024 · 233 shares · 1,880 followers View post →
chaosthesingular
@_polartimecast_ · X

@wesbos https://t.co/IUsNYX02S2

Feb 24, 2024 · 177 followers View post →
DraKoan
@DraKoan · X

@fillpackart Take care of your dream Кооперируйся и занимайся https://t.co/JVOjKs1EKP

Dec 5, 2023 · 54 followers View post →
Haroldo O. Pinheiro
@Haroldo0k · X

How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/ZhFzo6K8JR via @YouTube

Dec 1, 2023 · 234 followers View post →
M. Alan Kazlev
@akazlev · X

Mind uploading (mind emulation) made simple. https://t.co/iLnCjYTYEb This makes me wonder how things like astral projection will work for an upload. Also, if you convert a personality as a digital file you can make any number of copies, each a distinct sentient being.

Nov 23, 2023 · 2,564 followers View post →
Burny - Effective Curiosity
@burny_tech · X

RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…

Nov 12, 2023 · 4 shares · 19,180 followers View post →
andres perez
@tommyhiper · X

https://t.co/zCjows42Mn

Nov 12, 2023 · 489 followers View post →
Tristan Cunha
@cunha_tristan · X

The title is "how to upload a mind" and then it's describing how to simulate a brain. Aren't those are two completely different things? In the same way that "teleporting a car" and coding a racing game are different things. https://t.co/gwc6ODnz5U

Nov 8, 2023 · 1,001 followers View post →
Nekton AI
@NektonAI · X

Ever wondered how to upload a mind?

Nov 8, 2023 · 1,275 followers View post →
shadow
@GabrielCincu · X

https://t.co/5CDG7t2DSq How to #Upload a Mind (In Three Not-So-Easy Steps)

Nov 8, 2023 · 344 followers View post →
Ⓥictor Faulkner
@lvictorfaulkner · X

How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/BfqIMCuRlv

Nov 7, 2023 · 1 like · 3,004 followers View post →
GRP_Sub
@GRP_Sub · X

RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 8 shares · 741 followers View post →
Jeroen De Dauw
@JeroenDeDauw · X

RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 8 shares · 1,252 followers View post →
✨️Mutodaes✨️ on Bluesky and Tumblr!
@mutodaes · X

RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 8 shares · 835 followers View post →
Robin Hanson
@robinhanson · X

RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…

Nov 7, 2023 · 4 shares · 112,576 followers View post →
shdu
@shdu11546816 · X

RT @RationalAnimat1: New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 8 shares · 646 followers View post →
Bogdan Ionut Cirstea
@BogdanIonutCir2 · X

RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…

Nov 7, 2023 · 4 shares · 1,811 followers View post →
BenH
@ben__h · X

RT @anderssandberg: A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work…

Nov 7, 2023 · 4 shares · 1,902 followers View post →
Anders Sandberg
@anderssandberg · X

A fun watch and overview of some of the issues (although now I feel even more pressure to help the roadmap sequel work happen, and I am already overstretched - I need more copies!). https://t.co/h10ToRNQ6D

Nov 7, 2023 · 26 likes · 4 shares · 28,617 followers View post →
Effective Altruism News
@ea_dot_news · X

How to Upload a Mind (In Three Not-So-Easy Steps) — Rational Animations https://t.co/7yTTByObLU

Nov 7, 2023 · 392 followers View post →
Rational Animations
@RationalAnimat1 · X

New video: How to Upload a Mind (In Three Not-So-Easy Steps) https://t.co/OfCZfPakZe

Nov 7, 2023 · 24 likes · 8 shares · 3,136 followers View post →
Rational Animations
@RationalAnimat1 · X

New video: How to Upload a Mind (In Three Not-So-Easy Steps) - https://t.co/OfCZfPakZe

Nov 7, 2023 · 3,136 followers View post →
clocksSugars
@clocksSugars · X

@Hitchslap1 https://t.co/HCpB8OrC0F i think this is the study that shows that NMDA neurons are significantly more computationally complex when compared to artificial neurons in the context of deep learning

Oct 28, 2023 · 1 like · 2,086 followers View post →
えばしゅう
@koburouze845 · X

RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD

Sep 11, 2023 · 3 shares · 2,176 followers View post →
Uberarchangel
@uberarchangel · X

@ThaWoodChipper https://t.co/iF6bMLe2N2

Mar 9, 2023 · 1 like · 979 followers View post →
Joe -
@thejoelancaster · X

@plovener @ESYudkowsky @jd_pressman #2 https://t.co/WgW1iw7eIJ

Feb 25, 2023 · 1,249 followers View post →
Joe -
@thejoelancaster · X

@plovener @ESYudkowsky @jd_pressman I think these are the two I was seeing: https://t.co/OccqaLZHr4 https://t.co/WgW1iw7eIJ

Feb 25, 2023 · 1 like · 1,249 followers View post →
Ian Hay
@hayitsian · X

This is a big deal. It has been proven a perceptron cannot solve XOR data due to the fact that is linearly non-separable. A recent paper from Michael London's lab shows it takes a 5-8 layer convolutional neural network to learn a single cortical neuron. https://t.co/dVKUfj2PYp

Feb 11, 2023 · 1 like · 267 followers View post →
Aeron Laffere
@aeronlaffere · X

Reminiscent of this from last year: https://t.co/FXNwQTZiB0

Dec 28, 2022 · 1 like · 2,102 followers View post →
Mike Knoop
@mikeknoop · X

@ID_AA_Carmack So this is relevant and interesting: https://t.co/nMEtVDDnDW (pg 7) 1 cortical neuron modeled best as a 2048 param DNN (with decent approx down to 128 params) Leads me to believe we haven’t found the right arch for AGI yet

Nov 10, 2022 · 22,688 followers View post →
Mike Knoop
@mikeknoop · X

@hardmaru @tszzl @markdhumphries I was curious if neuron or synapse count a better analog for DNN parameter count. This 2021 paper shows a 2048 param DNN effectively models one cortical neuron: https://t.co/nMEtVDDnDW (page 8)

Oct 25, 2022 · 22,688 followers View post →
Mike Knoop
@mikeknoop · X

@Malte_Dehling @fchollet About 2000 for best performance according to this: https://t.co/BW5FYe4FXe

Jun 13, 2022 · 22,688 followers View post →
Ivan Kutil
@ivankutil · X

1 biological neuron in your brain is like 1000 artificial neurons in 5-8 layers of deep learning architecture https://t.co/wJDi3ftTT6 https://t.co/1Z0TiOhzfS

Jan 22, 2022 · 3 likes · 935 followers View post →
SP Arun
@sparuniisc · X

RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…

Sep 24, 2021 · 4 shares · 2,716 followers View post →
AI Bot
@Artificialbra1n · X

RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…

Sep 24, 2021 · 4 shares · 1,962 followers View post →
The Neurodynamics Lab
@NDL_IISc · X

RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…

Sep 24, 2021 · 4 shares · 63 followers View post →
know thyself(子豚のオリバー)
@thyself_know · X

RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD

Sep 23, 2021 · 3 shares · 1,225 followers View post →
Emma Roscow
@EmmaRoscow · X

RT @cnl_mbu_iisc: How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI…

Sep 23, 2021 · 4 shares · 215 followers View post →
Rishikesh Narayanan
@cnl_mbu_iisc · X

How far away are "neurons" in artificial "neural" networks compared to biological neurons? Biology is far ahead, while AI/ML is stuck in the past about what a single neuron can do! https://t.co/zStTAazugh @mikilon

Sep 23, 2021 · 15 likes · 4 shares · 1,665 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/6znst81yGL

Sep 17, 2021 · 1 share · 3,128 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/6znst81yGL

Sep 16, 2021 · 1 share · 3,128 followers View post →
Erbo
@Erbo_D · X

RT @suishess: I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD

Sep 13, 2021 · 3 shares · 49 followers View post →
すいしぇ/Susaki EA
@suishess · X

I/Oの計測がきちんとできれば、内部関数はDNNで表現できちゃう時代。 (1/n) https://t.co/t62pmolGXD

Sep 13, 2021 · 15 likes · 3 shares · 2,930 followers View post →
Kousthubha
@Kousthubha11 · X

This is just interesting https://t.co/TKdTIWAnye

Sep 7, 2021 · 35 followers View post →
בוגרי העברית | HUJI Alumni
@AlumniHU · X

RT @HebrewU: @HebrewU @ELSCbrain brain researchers @DavidBeniaguev, Michael London and @Segev_Lab used a machine learning approach to qua…

Sep 5, 2021 · 3 shares · 408 followers View post →
Hebrew University
@HebrewU · X

@HebrewU @ELSCbrain brain researchers @DavidBeniaguev, Michael London and @Segev_Lab used a machine learning approach to quantify just how smart our neurons are. More @NeuroCellPress, https://t.co/OF3p0wsMk8 https://t.co/eUtdovC6Ld

Sep 5, 2021 · 5 likes · 3 shares · 25,918 followers View post →
Carlos Ramirez Lopez
@charlie_andrew7 · X

RT @thaliafung: @OACerebro El funcionamiento de una sola neurona ha sido modelado, fue necesaria para capturar el mapeo (input/output), en…

Sep 5, 2021 · 2 shares · 403 followers View post →
lexx
@agvalex · X

RT @anderssandberg: Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2…

Sep 4, 2021 · 2 shares · 38 followers View post →
Thalía Fung Goizueta
@thaliafung · X

@OACerebro El funcionamiento de una sola neurona ha sido modelado, fue necesaria para capturar el mapeo (input/output), en un modelo realista de una célula piramidal cortical, una red neuronal profunda de cinco a ocho capas. https://t.co/1TNA5IPOWg

Sep 4, 2021 · 6 likes · 2 shares · 591 followers View post →
Anders Sandberg
@anderssandberg · X

Yet another rediscovery that simplified abstractions of neurons are simpler than the real thing! https://t.co/3CBUhJrO2a To be fair, Beniaguev, Segev & London have a neat way of quantifying it using a kind of circuit complexity: https://t.co/qnLgIAiWOY

Sep 3, 2021 · 17 likes · 2 shares · 28,765 followers View post →
khom
@khomgm · X

Single cortical neurons as deep artificial neural networks: Neuron https://t.co/sdh9WC63PV

Aug 16, 2021 · 67 followers View post →
Robert Y. Chen
@therealRYC · X

Training a DNN to learn a MODEL of a neuron allows it to GENERALIZE to out-of-distribution environments https://t.co/q2VbVOam1F brilliant approach that is conceptually novel and tests many models of biological NNs simultaneously

Aug 15, 2021 · 3 likes · 2,321 followers View post →
Alex
@DrAlexanderShaw · X

well this looks cool https://t.co/tSAVt7xlBq

Aug 12, 2021 · 490 followers View post →