Machine learning + neuroscience = biologically feasible computing | Benjamin Migliori | TEDxSanDiego

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  • Опубліковано 16 лип 2024
  • Whether you're a human, an animal, or a machine, decisions can't be made without perception, which is how we come to understand the world around us. Machine learning will allow us to create a future in which artificial systems extend and augment our abilities, to help us create and imagine. To do that, we need to create machines that make decisions based on instinct, context, and minimal training. Combining neuroscience and machine learning, we can enter the world of biologically feasible computing. Companies are building computers that can mimic and simulate neurons in biophysical detail. The goal is to create algorithms that compute in biologically feasible ways. Benjamin Migliori is an interdisciplinary physicist-slash-neuroscientist who focuses on biologically inspired systems - that is, using our understanding of computational neuroscience to help machines perceive the world, and using our understanding of machines to help us understand the brain. He is currently contributing this unique outlook to challenges of national defense at the Space and Naval Warfare Systems Center Pacific as a principal investigator in machine learning and computational neuroscience. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at www.ted.com/tedx

КОМЕНТАРІ • 23

  • @ariramos7934
    @ariramos7934 3 роки тому +71

    fascinating! I am an undergrad computer science major, but I have always had a thing for neuroscience. It made me ecstatic to find out that there is a way to bridge the gap between the two.

  • @domitnate1997
    @domitnate1997 4 роки тому +60

    I hope this guy knows some people appreciate his humor unlike the audience

  • @knightLynderic
    @knightLynderic 4 роки тому +11

    All those animals were cute. Hello from a neuroscientist.

  • @hridaythakkar6122
    @hridaythakkar6122 6 років тому +3

    Brilliant!

  • @abhinav1782
    @abhinav1782 2 роки тому +2

    Very inspiring and informative

  • @lasredchris
    @lasredchris 4 роки тому +2

    Intellectual property
    Computers that contribute ideas -
    How well the computer can perceive the world around it
    Computer - locating the screen

  • @thelastdragonbender5824
    @thelastdragonbender5824 3 роки тому

    great one!

  • @sgrimm7346
    @sgrimm7346 Рік тому +4

    Good talk.....I've been saying this for 30 years....My own little research endeavor is aptly called 'Biobotics R&D'. If you want detailed info on this type of research, you should check out Jeff Hawkins and the people at Numenta, the company he runs. They are truly cutting edge.

  • @zoeprincipal3560
    @zoeprincipal3560 4 роки тому

    Forward Robotics specifically designed its plane-like drone design - called the U7AG - to be price competitive with larger pull-behind sprayer units (around $50,000 Cdn). - Photo: Forward Robotics
    Designs variable and numerous
    Of course, efforts are being made to eliminate this problem through improved designs. Meng Wei, chief executive officer for the aforementioned Forward Robotics Inc., says the U7AG incorporates larger droplets (medium and coarse) and a fixed-wing schematic to reduce drift issues.
    “Fixed wing aircraft have different air fluid patters,” he says. “[It’s] more like a traditional aircraft, thus fitting with traditional aircraft spray regulations.”

  • @user-vb5pw6hl1m
    @user-vb5pw6hl1m 4 місяці тому

    How those all this contribute to the understanding of schizophrenia please tell me ...........we need it understood

  • @lasredchris
    @lasredchris 4 роки тому +4

    Train a machine with thousands and thousands of cute animals
    Ground truth
    Retina to

  • @thomasmonti2450
    @thomasmonti2450 Рік тому

    grec katsangelo

  • @SuperTonyony
    @SuperTonyony 3 роки тому +4

    Science fiction doesn't "promise" us anything but a ripping good yarn. The technology in a science fiction story is just as advanced as it needs to be to make the points about human nature that the writer wanted to make.

    • @amaefulemiriam390
      @amaefulemiriam390 7 місяців тому

      I know you responded two years ago, but I'm sorry, I'm jus seeing this video now. The world we are living in is turning science fiction to reality. It seems its fulfilling the promise of science fiction, written with not the slightest intent of becoming real. But it's getting real now.

  • @deborasoarescunha1306
    @deborasoarescunha1306 4 роки тому +2

    Eu queria legendas em português 😢😢😢😢