Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation.

Aran Nayebi, Nathan C L Kong, Chengxu Zhuang, Justin L Gardner, Anthony M Norcia, Daniel L K Yamins

October 2023 PLoS Comput Biol

Synopsis of Social media discussions

Multiple posts express positive reactions, such as promoting an upcoming seminar and highlighting the development of a precise model of the mouse visual system, with words like 'control' and 'ecologically-general' indicating genuine interest and perceived importance. The tone is enthusiastic and technical, emphasizing the potential for broader applications, which contributes to the moderate impact and engagement scores.

A
Agreement
 Moderate agreement

Most discussions acknowledge the significance of modeling the mouse visual system and its self-learning capabilities, reflecting support for the research approach.

I
Interest
 High level of interest

Posts show strong interest, especially with mentions of seminars, conferences, and the potential applications of the model, indicating curiosity and enthusiasm.

E
Engagement
 Moderate level of engagement

Some posts involve active engagement through sharing seminar details and discussing implications, but others are simply informational, leading to a moderate score.

I
Impact
 Moderate level of impact

The discussions suggest the research is seen as impactful for neuroscience and AI modeling, but there is some recognition that these are preliminary or specialized findings.

Social Mentions

YouTube

1 Videos

Bluesky

1 Posts

Twitter

13 Posts

Metrics

Video Views

114

Total Likes

33

Extended Reach

65,968

Social Features

15

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Resource-Efficient Mouse Visual Cortex Self-Learning System

Resource-Efficient Mouse Visual Cortex Self-Learning System

The study models the mouse visual cortex as a shallow, low-resolution system optimized for resource efficiency, supporting various behaviors like navigation and object recognition. Self-supervised contrastive learning better mimics mouse visual processing than supervised approaches.

Social RTCL TV

January 24, 2024

114 views

  • The vOICe vision BCI
    @seeingwithsound (Twitter)

    Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation https://t.co/EDbzyrV7lb by @aran_nayebi et al.
    view full post

    October 3, 2023

    1

  • The vOICe vision BCI
    @seeingwithsound.bsky.social (Bluesky)

    Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation journals.plos.org/ploscompbiol... #neuroscience
    view full post

    October 3, 2023

    3

  • Aran Nayebi
    @aran_nayebi (Twitter)

    2/4 "Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation", where we develop the (currently) most precise model of the mouse visual system, and show we can use it to control an artificial rodent body. https://t.co/2FPemzXvhz
    view full post

    September 29, 2023

    1

  • Max Khanov
    @KhanovMax (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    July 2, 2023

    7

  • Zeinab Mohammadi
    @Zeinab___M (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 15, 2023

    7

  • The Iranian Neuroscientist Community (IRNSC)
    @IRNSC_official (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 10, 2023

    7

  • Chengxu Zhuang
    @ChengxuZhuang (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 9, 2023

    7

  • Surya Ganguli
    @SuryaGanguli (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 8, 2023

    7

  • Stanford NeuroAI Lab
    @NeuroAILab (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
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    March 8, 2023

    7

  • Daniel Yamins
    @dyamins (Twitter)

    RT @aran_nayebi: If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 8, 2023

    7

  • Aran Nayebi
    @aran_nayebi (Twitter)

    If you're attending #cosyne2023, stop by our Poster III-002
    view full post

    March 8, 2023

    27

    7

  • Future PI Slack
    @FuturePI_Slack (Twitter)

    RT @worldwideneuro: Tomorrow: Online seminar by Aran Nayebi @aran_nayebi on "Mouse visual cortex as a limited resource system that self-lea…
    view full post

    November 2, 2022

    2

  • Aran Nayebi
    @aran_nayebi (Twitter)

    RT @worldwideneuro: Tomorrow: Online seminar by Aran Nayebi @aran_nayebi on "Mouse visual cortex as a limited resource system that self-lea…
    view full post

    November 1, 2022

    2

  • World Wide Neuro
    @worldwideneuro (Twitter)

    Tomorrow: Online seminar by Aran Nayebi @aran_nayebi on "Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation", hosted by WWNeuRise | #bot⚡ https://t.co/FUxtkZe22C
    view full post

    November 1, 2022

    2

Abstract Synopsis

  • The study models the mouse visual cortex as a shallow, low-resolution system optimized for resource efficiency, supporting various behaviors like navigation and object recognition.
  • Self-supervised contrastive learning methods better mimic mouse visual processing than supervised approaches, helping the model develop flexible, general-purpose visual representations.
  • These findings suggest that mice use a lightweight, resource-limited visual system that excels in out-of-distribution scene understanding and navigation, differing from the more complex primate systems.]