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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 Nov 4

    Don't trust a theory of cognition that doesn't take into account temporal dynamics, active sensorimotor control, environmental open-endedness, and goal-setting. These are the bare requirements.

    11:45 AM - 4 Nov 2021
    • 21 Retweets
    • 248 Likes
    • cococornelius 😷🇭🇰🐶 Soran Ghadri (👹,👹) Hùng Built2Think Oliver Islom kaalam.ai Roshan Rane
    13 replies 21 retweets 248 likes
      1. New conversation
      2. Felix Morgan‏ @ChasingMercer Nov 4
        Replying to @fchollet

        Could you provide any literature on these topics? I love theories of cognition.

        1 reply 0 retweets 1 like
      3. Felix Morgan‏ @ChasingMercer Nov 4
        Replying to @ChasingMercer @fchollet

        Specifically, a theory that encompasses all of these factors.

        1 reply 1 retweet 1 like
      4. Show replies
      1. nuri korhan‏ @nurikorhan Nov 4
        Replying to @fchollet

        François: hey, we have a system that has billions of sensors with nonlinear and time variant characteristics. Let's identify it. Others: Let's not get ahead of ourselves. François: I am here to get ahead of myself you MFs.

        0 replies 0 retweets 0 likes
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      1. Itay‏ @TheRandomMtrix Nov 4
        Replying to @fchollet

        The bigger question is how to store these signals in memory, and how to prioritize between them. Bare in mind that theory should be simple

        0 replies 0 retweets 0 likes
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      1. Mario V‏ @latinostats Nov 4
        Replying to @fchollet

        and moral evaluation...

        0 replies 0 retweets 0 likes
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      1. Erliim Trebeat‏ @ErliimT Nov 4
        Replying to @fchollet @MLStreetTalk

        I would add learning to this list. Is there cognition without learning?

        0 replies 0 retweets 1 like
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      1. Abel.TM‏ @Abel_TorresM Nov 4
        Replying to @fchollet @MLStreetTalk

        Counterfactuals, task breakdown, abstractions...

        0 replies 0 retweets 0 likes
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      1. Lionel Bisschoff‏ @LionelBisschoff Nov 4
        Replying to @fchollet

        As per @Numenta

        0 replies 0 retweets 0 likes
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      1. thalapathy‏ @thallukrish Nov 4
        Replying to @fchollet

        Isn't the last one 'goal-setting' drive the rest ?

        0 replies 0 retweets 0 likes
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      1. Giskard Reventlov‏ @G_R_Reventlov Nov 4
        Replying to @fchollet

        Aye. Just like airplanes must have flapping wings covered by artificial feather, build nests on the trees and lay eggs. These are the bare requirements. ;-) My 2 cents: the key to artificial flight is not mimicking a bird but "science it out".

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