PubHawk
February 2024 PMID 38172438

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation.

Yuhang Song, Beren Millidge, Tommaso Salvatori, Thomas Lukasiewicz, Zhenghua Xu, Rafal Bogacz

Full text PDF Download social card

Mentions

174
Peak: 36 in Nov 2024
across 7 sources since Jan 2024

Extended reach

518,636
potential audience

Total likes

4,713

Video views

110,249

Mentions per month

Jan 2024 – Aug 2025

Where it's discussed

  • X / Twitter108 posts
  • News44 articles
  • Blogs8 articles
  • Bluesky5 posts
  • Facebook4 posts
  • Reddit3 posts
  • YouTube2 videos

AI synopsis

What people are saying

Several posts highlight key topics from the publication, such as the discussions around 'predictive coding' and how it contrasts with backpropagation, with phrases like 'could shift the landscape a lot' and 'game changer' being used to illustrate the transformative potential. The tone is generally optimistic and inquisitive, indicating both excitement and a desire for deeper understanding, which reinforces the overall interest and positive impact perception in the discussions.

AgreementModerate agreement

The majority of discussions reflect general support for the idea presented in the publication, with participants discussing aspects of predictive coding and its implications.

InterestHigh interest

There is notable curiosity about the new learning algorithm and how it might transform our understanding of both neural and machine learning.

EngagementHigh engagement

Many contributors reference specific aspects of the publication, exploring complex ideas and questioning traditional methods, which shows a high level of engagement.

ImpactHigh impact

Participants express that the proposed methodologies could significantly influence the fields of neuroscience and AI, recognizing their potential to alter existing paradigms.

Abstract in brief

  • The text discusses 'credit assignment', the challenge of identifying error sources in learning for both humans and machines.
  • It introduces 'prospective configuration', a new approach that differs from the traditional backpropagation method by first predicting the desired neural activity pattern before adjusting synaptic weights.
  • The authors claim this method improves learning efficiency and effectiveness in biological contexts, and successfully mirrors unexpected neural behaviors in experiments with humans and rats.
Read the full abstract

Top posts

Most liked on X and Bluesky
CLaE
@leafs_s · X

Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/K35WHzjDI8

Nov 28, 2024 · 167 likes · 35 shares · 28,109 followers View post →
Rei Akaishi
@rei_akaishi · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 53 likes · 15 shares · 2,855 followers View post →
小川雄太郎
@ogawa_yutaro_22 · X

脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://t.co/tppBAov5vs

May 9, 2025 · 41 likes · 5 shares · 9,750 followers View post →
Takuma Kitanishi
@tkitanishi · X

Backpropagationにかわる学習理論prospective configurationの提唱。Inferring neural activity before plasticity as a foundation for learning beyond backpropagation. https://t.co/kJ2R8c2PrY

Jan 21, 2024 · 18 likes · 2,692 followers View post →
Dirk Gütlin
@gutlin.bsky.social · Bluesky

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation www.nature.com/articles/s41... #neuroscience #NeuroAI #compneuro #MLSky

Jan 9, 2024 · 12 likes · 5 shares View post →
thmonk
@thmonk_pf · X

Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎の重みの干渉がない cons BPの方が計算が効率的 Open Access #learning #papers https://t.co/Um2QYMtSNt https://t.co/czvhHaPImo https://t.co/pf9RgIuPk7

Jan 21, 2024 · 7 likes · 6 shares · 1,633 followers View post →

All mentions

SoggyKiwi
@KiwiSoggy · X

@nascentwisp locally? sometimes. globally? yeah more or less. in-between? highly depends on the circuit and types of neurons. u should watch https://t.co/P9cvdZAF5M

Aug 26, 2025 · 2 likes · 3,343 followers View post →
Charles Swiger
@chswiger · X

#ArtemKRSV again explaining the latest on Predictive Coding from 5/2025 https://t.co/dZ5a8vP418

Jul 1, 2025 · 250 followers View post →
hezuikn ✦
@hezuikn_isekai · X

https://t.co/LwsVyF0rDJ

Jun 30, 2025 · 630 followers View post →
Ziad Mansour
@Ziad_M_404 · X

Jun 11, 2025 · 3 likes · 1,827 followers View post →
Aristotle1951
@Aristotle1951 · X

https://t.co/RbeujAjwyF

May 19, 2025 · 198 followers View post →
Tangent 3-6-9
@BWG369 · X

Learning Algorithm Of Biological Networks https://t.co/VqY5CzKFmu https://t.co/FttjCpRSt0

May 18, 2025 · 3,246 followers View post →
Ryusei
@mandel59 · X

https://t.co/yoLDql4cVf

May 17, 2025 · 2,971 followers View post →
CopperKettle
@Artyom_Yekat · X

Learning Algorithm Of Biological Networks https://t.co/fLIDUsq4Wu через @YouTube

May 17, 2025 · 376 followers View post →
Simon
@Kinker_0 · X

@ocnerth I saw this upload last week, haven't seen it myself but his earlier videos were great! https://t.co/qz5eBtBLqU

May 14, 2025 · 1 like · 131 followers View post →
Hiveism
@zustimmungswahl · X

Predictive coding inspired NN could shift the landscape a lot. It would allow for far more decentralized learning (similar to @PrimeIntellect) and hence distribute power away from the hand full of AI companies. It would be a step closer to a global brain. https://t.co/nVxghxPBxd

May 14, 2025 · 212 followers View post →
shdu
@shdu11546816 · X

Why is backpropagation biologically implausible? And what might the brain do instead? https://t.co/bMcTCUx2p1

May 13, 2025 · 645 followers View post →
AlainCo #JeSuisPrometheen e/acc
@alain_co · X

Learning Algorithm Of Biological Networks https://t.co/ZHbgBwTuWp via @YouTube

May 11, 2025 · 3,305 followers View post →
davinci
@leothecurious · X

@brandon_xyzw no it also doesn't use it implicitly https://t.co/bTAc8mznBR

May 9, 2025 · 1 like · 2,464 followers View post →
nakazawa kazushi(中澤和司)
@nkzwkzs · X

RT @ogawa_yutaro_22: 脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://…

May 9, 2025 · 5 shares · 662 followers View post →
トーマ
@wj9l9s6 · X

RT @ogawa_yutaro_22: 脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://…

May 9, 2025 · 5 shares · 172 followers View post →
庄司直久
@naohisashoji · X

RT @ogawa_yutaro_22: 脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://…

May 9, 2025 · 5 shares · 2,094 followers View post →
Yasuhiro Morioka
@morioka · X

RT @ogawa_yutaro_22: 脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://…

May 9, 2025 · 5 shares · 1,298 followers View post →
Yo Ehara
@yo_ehara · X

RT @ogawa_yutaro_22: 脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://…

May 9, 2025 · 5 shares · 6,627 followers View post →
小川雄太郎
@ogawa_yutaro_22 · X

脳 x AI に興味がある方向け === 「Predictive Coding（予測符号化）」について、 分かりやすいビジュアライゼーションが豊富で、 かつ、ポイントを押さえた数式解説もあり、 非常に丁寧な動画でした https://t.co/tppBAov5vs

May 9, 2025 · 41 likes · 5 shares · 9,750 followers View post →
M
@chitlanin · X

https://t.co/yKVjNWeTTy

May 9, 2025 · 154 followers View post →
LEX
@shalindachaos99 · X

RT @burny_tech: https://t.co/Z7zgLYiuUY

May 8, 2025 · 1 share · 355 followers View post →
Fran Abenza
@AbenzaFran · X

@karpathy https://t.co/8gJkL4Pdkj

May 7, 2025 · 126 followers View post →
Charles Swiger
@chswiger · X

Latest #ArtemKRSV https://t.co/V7KIc6BQen

May 7, 2025 · 250 followers View post →
Blue
@BlueWhaleFlys · X

A bonus from today (many great videos today): A new video from Artem Kirasanov about "Learning Algorithm of Biological Networks". https://t.co/fuvLLhgk0c

May 7, 2025 · 1 like · 211 followers View post →
Tyler Smith
@sarutaizo · X

May 7, 2025 · 2,478 followers View post →
Caleigh Fisher
@Kali_fissure · X

This focus on brain rather than a whole system approach is innately flawed, imho. But still interesting. https://t.co/Q1xxTveB4A

May 7, 2025 · 1 like · 584 followers View post →
Probiotic Farmer
@ProbioticFarmer · X

https://t.co/48CqsZQgw5

May 7, 2025 · 691 followers View post →
Burny - Effective Curiosity
@burny_tech · X

https://t.co/Z7zgLYiuUY

May 6, 2025 · 1 like · 1 share · 19,198 followers View post →
大澤教史 | Two-Ahead
@osawa_kyon · X

https://t.co/YdywunrrQP 「Inferring neural activity before plasticity as a foundation for learning beyond backpropagation」という論文が気になったけど英語がわからないので。

Feb 18, 2025 · 104 followers View post →
ENcenatur
@encenatur · X

RT @encenatur: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/XJmCi3Qyf6

Feb 1, 2025 · 1 share · 28 followers View post →
ENcenatur
@encenatur · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/XJmCi3Qyf6

Jan 21, 2025 · 1 like · 1 share · 28 followers View post →
thmonk
@thmonk_pf · X

RT @thmonk_pf: Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎…

Dec 28, 2024 · 6 shares · 1,633 followers View post →
Ryo Segawa | 瀬川諒
@BrainUploading · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/54GrzJJWuu

Dec 12, 2024 · 31 followers View post →
Phil Frana
@ArtificialOther · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation - Yuhang Song, Beren Millidge, Tommaso Salvatori, Thomas Lukasiewicz, Zhenghua Xu & Rafal Bogacz https://t.co/KHslrqOw0j

Dec 5, 2024 · 4,441 followers View post →
高木 祐介(takagi yuusuke)@株式会社自動処理
@tiger57479976 · X

# Paper Analysis: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation ## Executive Summary この論文は、ニューラルネットワークにおける新しい学習原理「予測的構成(Prospective

Dec 4, 2024 · 1 like · 2,547 followers View post →
Rina Saltman
@rinatie_ceo · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation | Nature Neuroscience https://t.co/6XDxt2GNKu

Dec 3, 2024 · 3,556 followers View post →
chibaf
@chibafx · X

(PDF) Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/rtx4kzwCyD

Dec 2, 2024 · 632 followers View post →
akihito_k
@itaihito2 · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Dec 1, 2024 · 35 shares · 502 followers View post →
Felix Chi
@FelixChi422 · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Dec 1, 2024 · 35 shares · 14 followers View post →
Toon Tran
@toon_tran_ · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 30, 2024 · 35 shares · 28 followers View post →
Qihong Lu | 吕其鸿
@Qihong_Lu · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 1,104 followers View post →
Nao Okabe
@Nao__Okabe · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 51 followers View post →
Kording Lab
@KordingLab · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 44,906 followers View post →
AssistedEvolution
@AssistedEvolve · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 306 followers View post →
Esteban Giraldo
@3s13b4n · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 309 followers View post →
CLaE
@leafs_s · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 28,109 followers View post →
Jibran Khokhar
@DrJKhokhar · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 10,772 followers View post →
Fin
@finixyta · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 1,651 followers View post →
Burny - Effective Curiosity
@burny_tech · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 19,151 followers View post →
K
@VR_Youhyax · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 107 followers View post →
Denise (she\her)
@d_kittelmann · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 59 followers View post →
Rosaura Brisuela @roswitta.bsky.social
@Roswitamind · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 1,281 followers View post →
Somna
@SomnasPromise · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 29, 2024 · 35 shares · 8 followers View post →
念靖晴 | Nian Jingqing
@hnustpanda · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 171 followers View post →
Lingzhong Fan
@Lingzhong_Fan · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation | Nature Neuroscience https://t.co/RS6KdZoJsr

Nov 28, 2024 · 594 followers View post →
ARES-1
@hoL8TgulDasO4sH · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 53 followers View post →
おきゃ。(ok ya)
@syikootw · X

RT @thmonk_pf: Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎…

Nov 28, 2024 · 6 shares · 423 followers View post →
Camil Stoenescu
@camilstoenescu · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/P5CJoy3TwN

Nov 28, 2024 · 4,119 followers View post →
Tifenn HIRTZLIN
@TifennHirtzlin · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 190 followers View post →
Science
@Long_life_sci · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 34 followers View post →
Xavier Corominas
@CorominasXavier · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 56 followers View post →
Jorge Hernandez
@braneloop · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 978 followers View post →
Chongwen Wang
@ChongwenWang · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 213 followers View post →
andrew ilachinski
@AI_ilachinski · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 915 followers View post →
CopperKettle
@Artyom_Yekat · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 379 followers View post →
sakai
@ikaitaig · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 163 followers View post →
Hiroki Kurashige
@hir_kurashige · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 2,446 followers View post →
Steven Duffy
@steventduffy · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 1,953 followers View post →
Nico Dosenbach
@ndosenbach · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 5,874 followers View post →
Nathalia Le Hen
@NathaliaLeHen · X

RT @leafs_s: Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https:/…

Nov 28, 2024 · 35 shares · 2,740 followers View post →
CLaE
@claeneuro.bsky.social · Bluesky

Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation www.nature.com/articles/s41...

Nov 28, 2024 · 7 likes · 2 shares View post →
CLaE
@leafs_s · X

Nature Neuroscience Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/K35WHzjDI8

Nov 28, 2024 · 167 likes · 35 shares · 28,109 followers View post →
devtalk
@dev_talk · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation - Nature Neuroscience https://t.co/iMiz1aT3ZT #devtalk

Nov 27, 2024 · 1,030 followers View post →
Center of The Maze
@Maze_s_Center · X

RT @Maze_s_Center: Thread with a few post and papers about how energy based networks or models are related to Hopfield networks and predict…

Nov 20, 2024 · 1 share · 322 followers View post →
Center of The Maze
@Maze_s_Center · X

Thread with a few post and papers about how energy based networks or models are related to Hopfield networks and predictive coding networks. "Inferring neural activity before plasticity as a foundation for learning beyond backpropagation" 1/ https://t.co/X0m6pjSJSs

Nov 20, 2024 · 1 share · 322 followers View post →
Lifeboat Foundation
@LifeboatHQ · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/f4FOotdMFO

Jul 5, 2024 · 31,605 followers View post →
xoofee
@xoofeer · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/L4ABqZK8RF

May 19, 2024 · 12 followers View post →
Dr Imran Sheikh
@DrImranSheikh · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/ODgZr3ON1K https://t.co/K633POzoGN

Feb 13, 2024 · 24,151 followers View post →
thmonk
@thmonk_pf · X

RT @thmonk_pf: Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎…

Jan 24, 2024 · 6 shares · 1,633 followers View post →
bootstrapping into vastness
@oscillatory.net · Bluesky

reading through this today: "Inferring neural activity before plasticity as a foundation for learning beyond backpropagation" www.nature.com/articles/s41... still reading, but my initial take away is good use of pictures

Jan 24, 2024 · 1 share View post →
yoshiyuki nishio
@nishiokov · X

RT @thmonk_pf: Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎…

Jan 21, 2024 · 6 shares · 512 followers View post →
Shigekazu Ishihara
@shigekzishihara · X

RT @thmonk_pf: Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎…

Jan 21, 2024 · 6 shares · 7,066 followers View post →
thmonk
@thmonk_pf · X

Hebb則/誤差評価系としてのback propagation(BP)とは異なる学習メカニズム”prospective configuration" 入力に対し(多くはベイズ 予測を用い)神経回路自体を予め最適化する pros synapse毎の重みの干渉がない cons BPの方が計算が効率的 Open Access #learning #papers https://t.co/Um2QYMtSNt https://t.co/czvhHaPImo https://t.co/pf9RgIuPk7

Jan 21, 2024 · 7 likes · 6 shares · 1,633 followers View post →
Lingzhong Fan
@Lingzhong_Fan · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation | Nature Neuroscience https://t.co/dzEDQ6QXzm

Jan 21, 2024 · 594 followers View post →
Takuma Kitanishi
@tkitanishi · X

Backpropagationにかわる学習理論prospective configurationの提唱。Inferring neural activity before plasticity as a foundation for learning beyond backpropagation. https://t.co/kJ2R8c2PrY

Jan 21, 2024 · 18 likes · 2,692 followers View post →
Ching-Lung Hsu
@hiallen72 · X

https://t.co/e2K0S0scEm

Jan 18, 2024 · 1 like · 1,268 followers View post →
Ryo Segawa | 瀬川諒
@BrainUploading · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/54GrzJJoEW

Jan 11, 2024 · 31 followers View post →
Rina Saltman
@rinatie_ceo · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/6XDxt2GNKu

Jan 11, 2024 · 3,556 followers View post →
Slanderman, Corrupting-the-Constructive
@DeskDuncan · X

2.1 A novel mode of weight updating, “prospective configuration”, where the network itself infers the pattern of neural activity that should result from learning before updating the weights accordingly, https://t.co/eIapCtgMd1

Jan 10, 2024 · 209 followers View post →
New papers in Network Science
@networkspapers · X

Nat. Neurosci.: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/H9gFGGJ1wJ

Jan 10, 2024 · 2 likes · 1 share · 4,734 followers View post →
New papers in Network Science
@networkspapers.bsky.social · Bluesky

Nat. Neurosci.: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://www.nature.com/articles/s41593-023-01514-1

Jan 10, 2024 View post →
h
@mr_sunshine · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/OBVXishGfh

Jan 10, 2024 · 3,070 followers View post →
Norio Nakatsuji
@norionakatsuji · X

元論文→ Reference: Song Y, Millidge B, Salvatori T, Lukasiewicz T, Xu Z, Bogacz R. Inferring neural activity before plasticity as a foundation for learning beyond backpropagation. Nat Neurosci. 2024. doi: 10.1038/s41593-023-01514-1 https://t.co/yLYAYZHUXD

Jan 9, 2024 · 2 likes · 15,701 followers View post →
Dirk Gütlin
@gutlin.bsky.social · Bluesky

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation www.nature.com/articles/s41... #neuroscience #NeuroAI #compneuro #MLSky

Jan 9, 2024 · 12 likes · 5 shares View post →
12many τ
@12manyI · X

RT @MrCatid: The actual paper is here: https://t.co/U2b9wqiCAc in the supplementals. YouTube lecture for it here: https://t.co/8t6CVAxwy1

Jan 8, 2024 · 1 share · 221 followers View post →
catid
@MrCatid · X

The actual paper is here: https://t.co/U2b9wqiCAc in the supplementals. YouTube lecture for it here: https://t.co/8t6CVAxwy1

Jan 7, 2024 · 1 like · 1 share · 3,712 followers View post →
Life Science Journal Content
@lsn_jc · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation #science #publication #research #journal https://t.co/3en1yjn7yh

Jan 6, 2024 · 263 followers View post →
Felix Schlumpf
@Felix3S · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/lpg5CcVP7e

Jan 4, 2024 · 1,159 followers View post →
X
@Carmen9942 · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 130 followers View post →
Jamie Hanson (@jamielarsh.bsky.social)
@JamieLarsH · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 9,661 followers View post →
Kayson Fakhar
@Kaysonfakhar · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 1,472 followers View post →
yoshiyuki nishio
@nishiokov · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 512 followers View post →
Neurosys
@systems_neuro · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 409 followers View post →
ysaito
@ysaito8015 · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 2,754 followers View post →
PurPurPurkinje
@tak_yamm · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 2,781 followers View post →
Hiroki Kurashige
@hir_kurashige · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 2,446 followers View post →
Ali Shiravand
@owlish___ · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 7,294 followers View post →
David
@Foreman1David · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 2,077 followers View post →
えばしゅう
@koburouze845 · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 2,172 followers View post →
CLaE
@leafs_s · X

RT @rei_akaishi: Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 15 shares · 28,109 followers View post →
Rei Akaishi
@reiakaishi.bsky.social · Bluesky

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation www.nature.com/articles/s41...

Jan 4, 2024 · 1 like View post →
Rei Akaishi
@rei_akaishi · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/YgQO0dbs3l

Jan 4, 2024 · 53 likes · 15 shares · 2,855 followers View post →
Paul Lopez
@lopezunwired · X

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation https://t.co/RIJO4BYIhR #MachineLearning #NatureJournal #AI https://t.co/9x6dp875LY

Jan 3, 2024 · 1 like · 2,478 followers View post →