Synopsis of Social media discussions

Discussions highlight support for the idea that the brain employs a key-value like system for memory, with examples like referencing brain regions (medial temporal lobe and neocortex) and real-world applications such as foreign language recall, reinforcing the relevance and potential impact of the research through the tone of enthusiasm and detailed explanations.

A
Agreement
Moderate agreement

Most posts show support or curiosity about the research, indicating general agreement with its significance.

I
Interest
High level of interest

Discussions demonstrate high interest, with users referencing specific models, brain regions, and potential applications.

E
Engagement
Moderate level of engagement

Participants delve into detailed explanations and examples, such as the medial temporal lobe's role and language memory, showing moderate engagement.

I
Impact
Moderate level of impact

Comments suggest the research could influence understanding of memory and cognitive processes, implying moderate impact.

Social Mentions

YouTube

2 Videos

Bluesky

4 Posts

Facebook

2 Posts

Twitter

56 Posts

Instagram

2 Posts

Blogs

1 Articles

News

5 Articles

Metrics

Video Views

182

Total Likes

413

Extended Reach

13,629,544

Social Features

72

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Key-Value Memory Systems in Neuroscience and Psychology

Key-Value Memory Systems in Neuroscience and Psychology

This video explores key-value memory systems in the brain, highlighting their distinction in storage and retrieval. Unlike classical models, key-value systems optimize for both fidelity and discriminability, with implications for machine learning and insights from psychology and neuroscience.

September 15, 2025

164 views


Key-Value Memory Mechanisms in the Brain

Key-Value Memory Mechanisms in the Brain

This video reviews the research on key-value memory mechanisms in the brain as explored by S.J. Gershman et al. The findings, published in Neuron, delve into how these memory processes function and their implications in neuroscience.

July 1, 2025

18 views


  • Grok
    @grok (Twitter)

    @HammeIAm @TalkAIToday @LiorOnAI The study "Key-value memory in the brain" (Gershman et al., 2025) proposes a brain memory model inspired by AI key-value systems. It separates keys (for quick retrieval, optimized for discriminability) from values (for faithful storage, rich in details). Exhaustive summary:
    view full post

    August 27, 2025

  • Grok
    @grok (Twitter)

    @TalkAIToday @LiorOnAI L'étude "Key-value memory in the brain" (Gershman et al., 2025) propose un modèle de mémoire cérébrale inspiré des systèmes clé-valeur en IA. Elle distingue les clés (pour la récupération rapide, optimisées pour la discriminabilité) des valeurs (pour le stockage fidèle, riches en
    view full post

    August 27, 2025

  • Fati Sule
    @sulefati7 (Twitter)

    RT @JagersbergKnut: Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones…
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    April 5, 2025

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  • Dr. Monika Sonu I Founder Healthinnovationtoolbox
    @sonu_monika (Twitter)

    RT @JagersbergKnut: Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones…
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    April 3, 2025

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  • Neuroskeptic
    @neuroskeptic.bsky.social (Bluesky)

    Does key-value memory exist in the brain? pubmed.ncbi.nlm.nih.gov/40147436/ From @gershbrain.bsky.social, Ila Fiete and Kazuki Irie. It certainly seems like we can use key-value recall in some cases, like foreign languages. "Cat" + "in French" = "Chat"
    view full post

    March 29, 2025

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  • BusinessIntelligence
    @bimedotcom (Twitter)

    RT @JagersbergKnut: Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones…
    view full post

    March 28, 2025

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  • #RaviVisvesvarayaSharadaPrasad #Telecom #InfoTech
    @rvp (Twitter)

    RT @JagersbergKnut: Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones…
    view full post

    March 28, 2025

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  • Nathalia Le Hen
    @NathaliaLeHen (Twitter)

    RT @JagersbergKnut: Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones…
    view full post

    March 28, 2025

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  • Knut Jägersberg
    @JagersbergKnut (Twitter)

    Key-value memory in the brain @bimedotcom @Khulood_Almani @theomitsa @FmFrancoise @sulefati7 @NathaliaLeHen @IanLJones98 @rvp @bamitav @sallyeaves @BetaMoroney @sonu_monika @TheAIObserverX https://t.co/hdeoVD6Rmf https://t.co/FFAAOT743q
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    March 28, 2025

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  • Abstream
    @abstreamme (Twitter)

    Key-value memory in the brain #science #publication #research #publications https://t.co/2TClGPp0AP
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    March 27, 2025

  • Rina Saltman
    @rinatie_ceo (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 27, 2025

    15

  • Cerebralmente
    @cerebralmente (Twitter)

    RT @NeuroCellPress: Online now: Key-value memory in the brain https://t.co/S5S2rQ86pw https://t.co/pFUMIlQgl6
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    March 27, 2025

    5

  • ENcenatur
    @encenatur (Twitter)

    Key-value memory in the brain: Neuron https://t.co/ckRy21B657
    view full post

    March 26, 2025

  • Xidulu
    @xidulu (Twitter)

    RT @NeuroCellPress: Online now: Key-value memory in the brain https://t.co/S5S2rQ86pw https://t.co/pFUMIlQgl6
    view full post

    March 26, 2025

    5

  • Luca Ambrogioni
    @LucaAmb (Twitter)

    RT @NeuroCellPress: Online now: Key-value memory in the brain https://t.co/S5S2rQ86pw https://t.co/pFUMIlQgl6
    view full post

    March 26, 2025

    5

  • Neuron
    @NeuroCellPress (Twitter)

    Online now: Key-value memory in the brain https://t.co/S5S2rQ86pw https://t.co/pFUMIlQgl6
    view full post

    March 26, 2025

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  • Sam Gershman
    @gershbrain.bsky.social (Bluesky)

    Our paper on key-value memory in the brain (updated from the preprint version) is now out in Neuron @cp-neuron.bsky.social authors.elsevier.com/a/1kqIJ3BtfH...
    view full post

    March 26, 2025

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    15

  • Nathalia Le Hen
    @NathaliaLeHen (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 6, 2025

    7


  • @comp16676935420 (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 6, 2025

    7

  • Neurosys
    @systems_neuro (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 6, 2025

    7

  • Chongwen Wang
    @ChongwenWang (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 6, 2025

    7

  • 結あ
    @ql_uy (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 6, 2025

    7

  • Adam S.
    @echoesofBob (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 5, 2025

    7

  • Kirito (e/acc)
    @bronzeagepapi (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 5, 2025

    7

  • Quantitative Biology
    @BioPapers (Twitter)

    Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    March 5, 2025

    87

    7

  • The AI Timeline
    @TheAITimeline (Twitter)

    Key-value memory in the brain Overview: Key-value memory systems optimize fidelity and discriminability by using distinct representations for storage and retrieval, a concept rooted in both traditional psychological models and modern machine learning, with potential implications https://t.co/jDvqEOrgWI
    view full post

    January 12, 2025

    5

    2

  • Evelyn
    @tummycom (Twitter)

    @Sauers_ Did you read Key-Value Memory in the Brain: 2501.02950v1 ?
    view full post

    January 11, 2025

    2

  • AI Research Updates | arXiv cs.AI
    @arxiv-cs-ai.bsky.social (Bluesky)

    Key-value memory in the brain Memory models rely on similarity-based retrieval, but key-value systems distinguish storage and retrieval representations for optimization. Read more: https://arxiv.org/html/2501.02950v1
    view full post

    January 11, 2025

    1

  • Pacy / ペイシー
    @0xpacy (Twitter)

    記憶の永続性(value)と検索の失敗(key)を両立し、海馬と新皮質の分業をモデル化 Key-value memory in the brain - **アブストラクト(概要)**: https://t.co/zmMxoWl9Oi
    view full post

    January 11, 2025

  • auths
    @red_sswan (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 11, 2025

    7

  • Raj Mehta
    @_rajmehta_ (Twitter)

    RT @_rajmehta_: Research at the intersection Neuro and ML is always so interesting. The paper "Key-Value Memory in the Brain" proposes th…
    view full post

    January 9, 2025

    2

  • Jitendra Kumar Sharma
    @jkumarsharma998 (Twitter)

    RT @_rajmehta_: Research at the intersection Neuro and ML is always so interesting. The paper "Key-Value Memory in the Brain" proposes th…
    view full post

    January 9, 2025

    2

  • Raj Mehta
    @_rajmehta_ (Twitter)

    Research at the intersection Neuro and ML is always so interesting. The paper "Key-Value Memory in the Brain" proposes that: - The medial temporal lobe acts as the "key storage." - The neocortex stores the "values." https://t.co/2AUG0YMCB4
    view full post

    January 9, 2025

    2

    2

  • Gustav
    @gustav_stwr (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 9, 2025

    7

  • ale fernandez
    @alefernandez (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 9, 2025

    7

  • ÇæX SüTAN
    @repetitouchpro (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 9, 2025

    7

  • Ian
    @IanAdAstra (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 9, 2025

    7

  • Broken Mind
    @BecomeAllan (Twitter)

    RT @fly51fly: [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG h…
    view full post

    January 9, 2025

    6

  • normie normson
    @chelenki (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 8, 2025

    15

  • Walter Benitez
    @Walter_Benitez7 (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 8, 2025

    7

  • hattori-san
    @hattoriSan4 (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 8, 2025

    15

  • Muktabh Mayank
    @muktabh (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 8, 2025

    15

  • Muktabh Mayank
    @muktabh (Twitter)

    RT @fly51fly: [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG h…
    view full post

    January 8, 2025

    6

  • Karthik Rao
    @karthiknrao (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 8, 2025

    15

  • Toan Nguyen
    @KhanhToanNguye6 (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 8, 2025

    15

  • Kirito (e/acc)
    @bronzeagepapi (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 7, 2025

    15

  • WanwankiinaraiD
    @pimthaidaipao (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 7, 2025

    15

  • Volodymyr Kyrylov
    @darkproger (Twitter)

    RT @fly51fly: [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG h…
    view full post

    January 7, 2025

    6

  • Robert West, PhD ✝️
    @westr (Twitter)

    RT @rohanpaul_ai: Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.c…
    view full post

    January 7, 2025

    7

  • K.U.
    @utsunomiya__k (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 7, 2025

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  • Chongwen Wang
    @ChongwenWang (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
    view full post

    January 7, 2025

    15

  • Antonio Montano ☼
    @AntoMon (Twitter)

    RT @fly51fly: [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG h…
    view full post

    January 7, 2025

    6

  • Nathalia Le Hen
    @NathaliaLeHen (Twitter)

    RT @fly51fly: [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG h…
    view full post

    January 7, 2025

    6

  • fly51fly
    @fly51fly (Twitter)

    [LG] Key-value memory in the brain S J. Gershman, I Fiete, K Irie [Harvard University & MIT] (2025) https://t.co/d5VnfNSuKG https://t.co/qXBMbL3AAG
    view full post

    January 7, 2025

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  • Rohan Paul
    @rohanpaul_ai (Twitter)

    Paper Title: "Key-value memory in the brain" Generated below podcast on this paper with Google's Illuminate. https://t.co/3rnjhdbxvL
    view full post

    January 7, 2025

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  • sakai
    @ikaitaig (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
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    January 7, 2025

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  • 越川駿平
    @dendaikoshikawa (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
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    January 7, 2025

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  • Blake Richards
    @tyrellturing.bsky.social (Bluesky)

    From @gershbrain.bsky.social, Ila Fiete, and Kazuki Irie, a discussion of key-value memory in the brain: arxiv.org/abs/2501.02950 I'm super on board with this - I suspect it is critical to actually understanding our ability to recall anything volitionally (i.e. not due to a prompt).
    view full post

    January 7, 2025

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  • 寅太郎@技術書典19【せ04】でオフライン参加
    @toratarotiger (Twitter)

    RT @BioPapers: Key-value memory in the brain. https://t.co/cnc9DQh0Sw
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    January 7, 2025

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  • Quantitative Biology
    @BioPapers (Twitter)

    Key-value memory in the brain. https://t.co/cnc9DQh0Sw
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    January 7, 2025

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    December 15, 2025

    News

  • Hippocampal GABA and glutamate transporter immunoreactivity in ...

    ... neurons with decreased IR in subfields with severe neuron loss. EAAT2 IR (glial ... https://doi.org/10.1016/j.neuroscience.2025.02.029 · Crossref. Niels ...
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    Blogs

  • Hippocampal Short- and Long-Term Plasticity Are Not Modulated by ...

    Neuron 43, 729 (2004). Crossref · PubMed · Web of Science · Google Scholar. 5 ... https://doi.org/10.1016/j.neuroscience.2025.02.029 · Crossref. Alexandra Veiga ...
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  • Forgetting: Trace Erosion or Retrieval Failure? | Science

    Samuel J. Gershman,; Ila Fiete,; Kazuki Irie,. Key-value memory in the brain, Neuron, 113, 11, (1694-1707.e1), (2025).https://doi.org/10.1016/j.neuron.2025.02.
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  • Spontaneous Remembering after Recall Failure | Science

    Samuel J. Gershman,; Ila Fiete,; Kazuki Irie,. Key-value memory in the brain, Neuron, 113, 11, (1694-1707.e1), (2025).https://doi.org/10.1016/j.neuron.2025.02.
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Abstract Synopsis