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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 28 Nov 2020

    François Chollet Retweeted David J Klein

    The innate cognitive priors that we have about the world around us take millions of years to evolve, and thus are ancient, and shared with non-human primates. Our priors about spatial navigation are even largely shared with species as distant as birds.https://twitter.com/Kleinspaces/status/1332726448201732099 …

    François Chollet added,

    David J Klein @Kleinspaces
    Amazing to see this ancient neural circuitry performing the same function across very different species. Apparently the titmouse hippocampus computes spatial representations like classic place cells, organized along similar anatomical axes to those found in mammals. https://twitter.com/hugospiers/status/1332641492343599104 …
    9:23 AM - 28 Nov 2020
    • 30 Retweets
    • 165 Likes
    • Abdelkader Madoui Kat Woods Mariam Khursheed A• Dimitris Georgoulas Tami Sullivan Mike Davey benarous farouk ଶୁଆ DisobeyThePope
    9 replies 30 retweets 165 likes
      1. Srishti Kashyap (सृष्टि)  🦋‏ @curious_srish 28 Nov 2020
        Replying to @fchollet

        This beautifully highlights & brings in perspective the evolution of neural networks.

        0 replies 0 retweets 0 likes
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      1. Grady Booch‏Verified account @Grady_Booch 28 Nov 2020
        Replying to @fchollet

        <sarcasm> Nothing that millions of years of compute time using DL can’t evolve, right? </sarcasm>

        0 replies 0 retweets 7 likes
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      1. Joe "Sa Bhaile" Gilvary‏ @CatChullain 28 Nov 2020
        Replying to @fchollet

        "Our findings suggest that it is likely that an ancient microcircuit that already existed in the last common stem amniote might have been evolutionarily conserved and partly modified in birds and mammals."https://science.sciencemag.org/content/369/6511/eabc5534 …

        0 replies 0 retweets 1 like
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      1. AI-Lightcone‏ @ALightcone 28 Nov 2020
        Replying to @fchollet

        Beautiful idea. We stand on the shoulders of many creatures.

        0 replies 0 retweets 0 likes
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      1. .CharlotteS.NaN‏ @__TweetinChar__ 28 Nov 2020
        Replying to @fchollet

        Nice.

        0 replies 0 retweets 0 likes
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      1. Ángel Lamuño ❦‏ @AngelLamuno 28 Nov 2020
        Replying to @fchollet

        Is there a good survey of what you call 'the innate cognitive priors that we have about the world around us' that you know of?

        0 replies 0 retweets 0 likes
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      1. Mario V‏ @latinostats 28 Nov 2020
        Replying to @fchollet

        unless they are created....

        0 replies 0 retweets 0 likes
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      2. Mark Cannon‏ @markcannon5 28 Nov 2020
        Replying to @fchollet

        What priors do you think we have? And why do you think we cannot learn them on the job rather than be priors.

        1 reply 0 retweets 0 likes
      3. Blaine Bateman‏ @blaine_bateman 28 Nov 2020
        Replying to @markcannon5 @fchollet

        Relating hunger to need for food seems like a pre-wired prior

        1 reply 0 retweets 0 likes
      4. Show replies
      1. Bobo‏ @notbyintent 29 Nov 2020
        Replying to @fchollet

        Interesting thing is that they are extremely efficient and often do not involve color. More pointedly, our visual systems are extremely good at classifying things it has never seen before based on geometry. Perhaps that is where more research should be placed.

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