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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 10 Sep 2018

    The brain, with its self-similar structure, most likely implements a kind of universal information processing substrate -- for example, if you redirect visual input to the auditory cortex in mice, they learn to see with their auditory cortex.

    11:39 AM - 10 Sep 2018
    • 47 Retweets
    • 183 Likes
    • Abdelkader Madoui Guy Regev Tibor@ Gabriel Lim Morris Jones ELECTORAL FRAUD 2016 Mustafa a Saurabh Ghanekar Shyamal Chandra (Founder and Freelancer)
    7 replies 47 retweets 183 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 10 Sep 2018

        This universality should imply that the more of that substrate you have available, the smarter you will be, right? Well, not quite.

        1 reply 2 retweets 12 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 10 Sep 2018

        Remarkably, significant cortical lesions happening early in the developmental process often don't result in cognitive impairment, suggesting that the *quantity* of processing substrate that you have available is not the bottleneck to your intelligence (if you have enough of it).

        1 reply 3 retweets 37 likes
        Show this thread
      4. François Chollet‏Verified account @fchollet 10 Sep 2018

        If you were to be born with a neocortex twice larger than normal (a very big head), would you be super-smart? Most likely, you'd learn to use that extra brain tissue, yet you would not see significant cognitive benefits. The bottleneck to scaling intelligence isn't your brain.

        19 replies 12 retweets 93 likes
        Show this thread
      5. End of conversation
      1. Diana‏ @jungledidi 10 Sep 2018
        Replying to @fchollet

        Source?

        0 replies 0 retweets 2 likes
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      1. aichip‏ @aichip1 10 Sep 2018
        Replying to @fchollet

        But a bigger hippocampus will certainly enable one to get a London taxi license: https://www.psychologytoday.com/intl/blog/the-athletes-way/201510/how-big-is-your-hippocampus-does-it-matter-yes-and-no …

        0 replies 1 retweet 2 likes
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      1. Filip Piekniewski‏ @filippie509 10 Sep 2018
        Replying to @fchollet

        Hey @fchollet, I think you might want to check out my PVM idea (see e.g. talk https://www.youtube.com/watch?v=rBtlQM_pPi0 … ). It is an attempt to host a bunch of these properties in ML and create the substrate you are talking about. Much to do still though.

        0 replies 0 retweets 5 likes
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      1. Mark Sugrue‏ @marksugruek 10 Sep 2018
        Replying to @fchollet

        Would love to hear your thoughts on how the tiny brain of Megaphragma mymaripenne might work. Only 7400 neurons total but it can fly, navigate, find food and hosts for its eggs. Seems impossibly tiny - 0.2mm its smaller than an amoeba.pic.twitter.com/7JlDiqwM8g

        0 replies 2 retweets 20 likes
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      1. New conversation
      2. Aayush‏ @TF_aayush 11 Sep 2018
        Replying to @fchollet

        "The bottleneck to scaling intelligence isn't your brain", then what is it?

        1 reply 0 retweets 1 like
      3. Marco Salvi‏ @marcosalvi 11 Sep 2018
        Replying to @TF_aayush @fchollet

        Environment + training?

        0 replies 0 retweets 1 like
      4. End of conversation
      1. Anand‏ @adyashunya 3 Oct 2018
        Replying to @fchollet

        Can you or someone else please point me to the paper where I can read about this.

        0 replies 0 retweets 0 likes
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