James Zou: "Deep learning for genomics: Introduction and examples"

Ғылым және технология

Computational Genomics Summer Institute 2017
Research Talk: "Deep learning for genomics: Introduction and examples"
James Zou, Stanford University
Institute for Pure and Applied Mathematics, UCLA
July 11, 2017
For more information: computationalgenomics.bioinfor...

Пікірлер: 16

  • @fleXcope
    @fleXcope7 жыл бұрын

    Inspiring topics

  • @mayankpj
    @mayankpj6 жыл бұрын

    Very nice talk James! You're really good at your stuff and then summarizing it in a good way too. I have started working on deep learning a couple of months back, this talk was a nice treat to listen to and understand the application into Genomics ....

  • @qaisarmaqbool3047

    @qaisarmaqbool3047

    2 жыл бұрын

    what are you doing now after 4 years ? I am also doing phd in chemistry and learning machine language python and tensor flow

  • @b.ambrozio
    @b.ambrozio4 жыл бұрын

    Any example of Deep Learning in GWAS?

  • @ProfessionalTycoons
    @ProfessionalTycoons5 жыл бұрын

    good talk!

  • @zhuyixue4979
    @zhuyixue49796 жыл бұрын

    What's the motivation behind the pooling layer, why is downsamplibg necessary?

  • @ProfessionalTycoons

    @ProfessionalTycoons

    5 жыл бұрын

    to save computational power reduce the dimensionality as well as generalization power.

  • @tempvariable

    @tempvariable

    5 жыл бұрын

    pooling layer helps the output to be the same when there are small shifts in the input

  • @tempvariable
    @tempvariable5 жыл бұрын

    I cannot hear what he says at 35:53 starting with "Maybe I want", can anyone transcribe? Thanks

  • @stretch8390

    @stretch8390

    2 жыл бұрын

    I'm a bit late here, but I'm fairly sure he says, "Maybe I want to bind well to certain proteins and very specifically".

  • @motiurrahman
    @motiurrahman7 жыл бұрын

    This dude is doing stuff.

  • @tempvariable
    @tempvariable5 жыл бұрын

    19:09 combining deep learning with genomics

  • @WildanPutraAldi

    @WildanPutraAldi

    4 жыл бұрын

    Thanks a lot 👍

  • @zarroc5858
    @zarroc58586 жыл бұрын

    What is this word he’s saying, siliconeogenesis?

  • @zhuyixue4979

    @zhuyixue4979

    6 жыл бұрын

    Austin Jensen I think it in silico mutagenesis

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