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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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    1. François Chollet‏Verified account @fchollet 22 Apr 2018

      The scope of thoughts you can write is much broader than the scope of thoughts you can think on your own. Written language, much like computer code, can express programs that are out of reach for brains alone. Write to think.

      6 replies 206 retweets 742 likes
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      François Chollet‏Verified account @fchollet 22 Apr 2018

      In particular live thoughts have limited recursion depth, and only have access to limited working memory; written thoughts have unlimited recursion depth, and paper has unlimited memory.

      9:40 PM - 22 Apr 2018
      • 63 Retweets
      • 358 Likes
      • Naveen Mandava Perspinate Cschist The Zhanga King Ekdeep Singh Lubana (((Yangbo Du))) Ernest Wellington Ash Fontana Machine Learning CHOPS ChinHuiChen
      9 replies 63 retweets 358 likes
        1. Pranav Modi‏ @pranav_modi 22 Apr 2018
          Replying to @fchollet

          One thing I'm learning to appreciate more these days is poetry. Prose with arguments, explanations and justifications is severely limited to express some kinds of 'facts'.

          0 replies 0 retweets 1 like
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        1. Koushik‏ @koushik_here 22 Apr 2018
          Replying to @fchollet

          https://www.linkedin.com/pulse/you-what-write-harry-shum …

          0 replies 0 retweets 1 like
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        1. RuskEater‏ @RuskEating 22 Apr 2018
          Replying to @fchollet

          Writing, symbols and languages are extended, often potentially collective memory systems. A cool trick that humans figured among the fellow animal pool. I wonder if there other outlets of expression that transcend even writing memory systems.

          0 replies 0 retweets 0 likes
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        1. Phil Tolton‏ @ptolts 23 Apr 2018
          Replying to @fchollet

          You’ve convinced me.

          0 replies 0 retweets 0 likes
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        1. Miles Brundage‏ @Miles_Brundage 23 Apr 2018
          Replying to @fchollet

          I think this (good!) point was formalized here -unfortunately never got around to reading it: https://www.amazon.co.uk/Literate-Mind-Study-Scope-Limitations/dp/0230201199 …

          0 replies 0 retweets 3 likes
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        1. Philippe Berger‏ @cosmophilippe 23 Apr 2018
          Replying to @fchollet

          Yes but memory is much faster access like RAM. Actually, even the process of vocalizing (giving words to your thoughts) expends extra energy. You can compute faster if you don't vocalize (~cache?)

          0 replies 0 retweets 1 like
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        1. Allison‏ @alenters 23 Apr 2018
          Replying to @fchollet

          I like to use forgetting as a tool to develop additional perspectives on an idea, which you cannot do if you need to keep the whole thing in your mind. Offloading (even in the form of quick notes) + time away from the question help.

          0 replies 0 retweets 1 like
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        1. New conversation
        2. Raja‏ @somdatta 25 Apr 2018
          Replying to @fchollet

          This is absolutely true! Many a time, tweet-storming about something takes a life on its own for me, with ideas feeding on ideas as I write them, some of which I had not thought of before but come pouring out as if from an uncorked bottle.

          1 reply 0 retweets 0 likes
        3. Raja‏ @somdatta 25 Apr 2018
          Replying to @somdatta @fchollet

          As the great poet Rabindranath Tagore put so aptly: "the lute awestruck by the confident boldness of its own creative notes"

          0 replies 0 retweets 0 likes
        4. End of conversation

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