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AdamMarblestone's profile
Adam Marblestone
Adam Marblestone
Adam Marblestone
@AdamMarblestone

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Adam Marblestone

@AdamMarblestone

Technologist, Scientist

adammarblestone.org
Joined February 2009

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    1. Gleb Posobin‏ @posobin Jan 4
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      Replying to @DavidSHolz

      Yes, they are _just_ that, inference of how the brain works from them is misguided!

      1 reply 0 retweets 0 likes
    2. David Holz‏ @DavidSHolz Jan 4
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      Replying to @posobin

      We can agree to disagree on this. They certainly feel like useful models to me. At least like how classical mechanics is useful for approximating macroscopic phenomena.

      2 replies 0 retweets 0 likes
    3. José Luis Ricón Fernández de la Puente‏ @ArtirKel Jan 4
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      Replying to @DavidSHolz @posobin

      David is right. Gleb: https://www.frontiersin.org/articles/10.3389/fncom.2016.00094/full … There is no such article one can write for SVMs

      1 reply 0 retweets 2 likes
    4. David Holz‏ @DavidSHolz Jan 4
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      Replying to @ArtirKel @posobin

      Thanks Jose! I know there are a lot of great articles on this topic, but I'm in a cafe and can't recall them off the top of my head. You're so encyclopedic!😀 Are there a bigger set of articles beyond this one that we should refer to?

      1 reply 0 retweets 2 likes
    5. José Luis Ricón Fernández de la Puente‏ @ArtirKel Jan 4
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      Replying to @DavidSHolz @posobin

      I defer to @AdamMarblestone for that!

      1 reply 0 retweets 0 likes
    6. Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @ArtirKel @DavidSHolz @posobin

      You could start with this: https://docs.google.com/document/d/1qil2ylAnw6XrHPymYjKKYNDJn2qZQYA_Qg2_ijl-MaQ … And this: https://www.nature.com/articles/s41593-019-0520-2 … And the hundreds of refs in my paper above...

      1 reply 0 retweets 2 likes
    7. Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @AdamMarblestone @ArtirKel and

      But it is just a hypothesis still, as regards deep learning per se. One should also consider attractor based neuro-symbolic systems, say, https://arxiv.org/abs/1611.03698v1 … and structured PGMs, when thinking about possible frameworks for brain computation https://arxiv.org/abs/1808.01058 

      1 reply 0 retweets 1 like
    8. Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @AdamMarblestone @ArtirKel and

      And of course it doesn’t mean the brain is just an image classifier or something. Would look at integrated agent models like this: https://arxiv.org/abs/1803.10760  We need real neuroscience to find out what is really going on though!

      1 reply 0 retweets 1 like
    9. Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @AdamMarblestone @ArtirKel and

      This is notoriously hard as a twitter discussion but hopefully some of those papers will help!

      1 reply 0 retweets 0 likes
    10. Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @AdamMarblestone @ArtirKel and

      What does it look like to try to do the same for a symbolic approach? Perhaps production system models like ACT-R http://act-r.psy.cmu.edu/wordpress/wp-content/uploads/2012/12/526FSQUERY.pdf … or AI visions like https://groups.csail.mit.edu/genesis/ 

      1 reply 0 retweets 2 likes
      Adam Marblestone‏ @AdamMarblestone Jan 4
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      Replying to @AdamMarblestone @ArtirKel and

      I like Eliasmith’s modeling work which is kinda deep learning agnostic https://www.amazon.co.uk/How-Build-Brain-Architecture-Architectures/dp/0190262125 …

      4:19 AM - 4 Jan 2020
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      • José Luis Ricón Fernández de la Puente
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        1. New conversation
        2. Adam Marblestone‏ @AdamMarblestone Jan 4
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          Replying to @AdamMarblestone @ArtirKel and

          https://science.sciencemag.org/content/338/6111/1202.abstract …

          1 reply 0 retweets 1 like
        3. Adam Marblestone‏ @AdamMarblestone Jan 4
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          Replying to @AdamMarblestone @ArtirKel and

          Finally here is the paper for the original tweet of this thread: http://www.cisek.org/pavel/Pubs/CisekKalaska2010.pdf …

          1 reply 0 retweets 2 likes
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