Skip to content
By using Twitter’s services you agree to our Cookies Use. We and our partners operate globally and use cookies, including for analytics, personalisation, and ads.
  • Home Home Home, current page.
  • About

Saved searches

  • Remove
  • In this conversation
    Verified accountProtected Tweets @
Suggested users
  • Verified accountProtected Tweets @
  • Verified accountProtected Tweets @
  • Language: English
    • Bahasa Indonesia
    • Bahasa Melayu
    • Català
    • Čeština
    • Dansk
    • Deutsch
    • English UK
    • Español
    • Filipino
    • Français
    • Hrvatski
    • Italiano
    • Magyar
    • Nederlands
    • Norsk
    • Polski
    • Português
    • Română
    • Slovenčina
    • Suomi
    • Svenska
    • Tiếng Việt
    • Türkçe
    • Ελληνικά
    • Български език
    • Русский
    • Српски
    • Українська мова
    • עִבְרִית
    • العربية
    • فارسی
    • मराठी
    • हिन्दी
    • বাংলা
    • ગુજરાતી
    • தமிழ்
    • ಕನ್ನಡ
    • ภาษาไทย
    • 한국어
    • 日本語
    • 简体中文
    • 繁體中文
  • Have an account? Log in
    Have an account?
    · Forgot password?

    New to Twitter?
    Sign up
fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

Tweets

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

Tweets

  • © 2021 Twitter
  • About
  • Help Center
  • Terms
  • Privacy policy
  • Cookies
  • Ads info
Dismiss
Previous
Next

Go to a person's profile

Saved searches

  • Remove
  • In this conversation
    Verified accountProtected Tweets @
Suggested users
  • Verified accountProtected Tweets @
  • Verified accountProtected Tweets @

Promote this Tweet

Block

  • Tweet with a location

    You can add location information to your Tweets, such as your city or precise location, from the web and via third-party applications. You always have the option to delete your Tweet location history. Learn more

    Your lists

    Create a new list


    Under 100 characters, optional

    Privacy

    Copy link to Tweet

    Embed this Tweet

    Embed this Video

    Add this Tweet to your website by copying the code below. Learn more

    Add this video to your website by copying the code below. Learn more

    Hmm, there was a problem reaching the server.

    By embedding Twitter content in your website or app, you are agreeing to the Twitter Developer Agreement and Developer Policy.

    Preview

    Why you're seeing this ad

    Log in to Twitter

    · Forgot password?
    Don't have an account? Sign up »

    Sign up for Twitter

    Not on Twitter? Sign up, tune into the things you care about, and get updates as they happen.

    Sign up
    Have an account? Log in »

    Two-way (sending and receiving) short codes:

    Country Code For customers of
    United States 40404 (any)
    Canada 21212 (any)
    United Kingdom 86444 Vodafone, Orange, 3, O2
    Brazil 40404 Nextel, TIM
    Haiti 40404 Digicel, Voila
    Ireland 51210 Vodafone, O2
    India 53000 Bharti Airtel, Videocon, Reliance
    Indonesia 89887 AXIS, 3, Telkomsel, Indosat, XL Axiata
    Italy 4880804 Wind
    3424486444 Vodafone
    » See SMS short codes for other countries

    Confirmation

     

    Welcome home!

    This timeline is where you’ll spend most of your time, getting instant updates about what matters to you.

    Tweets not working for you?

    Hover over the profile pic and click the Following button to unfollow any account.

    Say a lot with a little

    When you see a Tweet you love, tap the heart — it lets the person who wrote it know you shared the love.

    Spread the word

    The fastest way to share someone else’s Tweet with your followers is with a Retweet. Tap the icon to send it instantly.

    Join the conversation

    Add your thoughts about any Tweet with a Reply. Find a topic you’re passionate about, and jump right in.

    Learn the latest

    Get instant insight into what people are talking about now.

    Get more of what you love

    Follow more accounts to get instant updates about topics you care about.

    Find what's happening

    See the latest conversations about any topic instantly.

    Never miss a Moment

    Catch up instantly on the best stories happening as they unfold.

    François Chollet‏Verified account @fchollet 29 May 2017

    Humans think in terms of sequences of actions. Arguably the best way to emulate human creative behaviors is by generating data sequentially.

    3:38 PM - 29 May 2017
    • 30 Retweets
    • 131 Likes
    • Max Krieger Tris Smith Bret Victor Greg Linden Stephen Whitworth Andrew Weeks 😷 Charles Martin Madhuri Shanbhogue ElioQ
    5 replies 30 retweets 131 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 29 May 2017
        Replying to @fchollet

        This stands in sharp contrast with the current focus of the creative AI community, which is all about jointly generating a grid of pixels.

        2 replies 2 retweets 36 likes
      3. François Chollet‏Verified account @fchollet 29 May 2017
        Replying to @fchollet

        Humans don't know about pixels. They draw one brush stroke at a time, sequentially, incrementally.

        6 replies 9 retweets 38 likes
      4. Show replies
      1. New conversation
      2. Mike Harris‏ @MikeMKH 29 May 2017
        Replying to @fchollet @gigasquid

        I like your statement of humans thinking in sequences. Would you be able to provide some research papers or books on the topic?

        1 reply 1 retweet 0 likes
      3. Rohit Pgarg‏ @rohitpgarg 29 May 2017
        Replying to @MikeMKH @fchollet @gigasquid

        Look at Jeff Hawkins work at @Numenta. His book "on intelligence" goes deep on this.

        1 reply 1 retweet 4 likes
      4. Show replies
      1. New conversation
      2. Sonal Chokshi‏ @smc90 29 May 2017
        Replying to @robin_____sloan @robinsloan @fchollet

        probably one of the greatest aha moments I/we had in the field when I was an ethnographer studying how people learn is how

        1 reply 0 retweets 1 like
      3. Sonal Chokshi‏ @smc90 29 May 2017
        Replying to @smc90 @robinsloan @fchollet

        how we think our processes are so unique at individual scale (heterogenous) but actually ≈ patterned (homogenous) at group/culture scale

        1 reply 0 retweets 1 like
      4. Show replies
      1. New conversation
      2. François Chollet‏Verified account @fchollet 29 May 2017
        Replying to @robin_____sloan @robinsloan

        Eye saccades are actually a pretty good example: even perception is sequential, whether it's sight, hearing, or language

        1 reply 0 retweets 1 like
      3. François Chollet‏Verified account @fchollet 29 May 2017
        Replying to @fchollet @robinsloan

        We don't read word by word or even linearly, but we do read as a sequence of discrete actions where each transition is meaningful

        1 reply 0 retweets 2 likes
      4. Show replies
      1. Kathryn Hume‏ @HumeKathryn 29 May 2017
        Replying to @robin_____sloan @robinsloan @fchollet

        I agree with @robinsloan. What about something like Proust's madeleine moment? Associative memory? Dense intuitions or l'esprit de finesse?

        0 replies 0 retweets 0 likes
        Thanks. Twitter will use this to make your timeline better. Undo
        Undo
      1. New conversation
      2. François Chollet‏Verified account @fchollet 29 May 2017
        Replying to @robin_____sloan @robinsloan @alexismadrigal

        I get your point, but arguably any holistic vibe derives its meaning from the narrative around it. Atmosphere in a painting evokes a story.

        2 replies 0 retweets 2 likes
      3. Sonal Chokshi‏ @smc90 29 May 2017
        Replying to @fchollet @robinsloan @alexismadrigal

        this is not unlike the classic debate among cognitive psychologists around top-down vs bottom-up processing (& role of naming v perception)

        0 replies 0 retweets 1 like
      4. End of conversation

    Loading seems to be taking a while.

    Twitter may be over capacity or experiencing a momentary hiccup. Try again or visit Twitter Status for more information.

      Promoted Tweet

      false

      • © 2021 Twitter
      • About
      • Help Center
      • Terms
      • Privacy policy
      • Cookies
      • Ads info