Sentences with phrase «way neural nets»
Bonsai seeks to open the box by changing the way neural nets learn.
https://www.scientificamerican.com/ Not exact matches
Having studied experimental psychology as an undergraduate at Cambridge, Hinton was enthusiastic about neural nets, which were software constructs that took their inspiration from the way networks of neurons in the brain were thought to work.
Neural nets offered the prospect of computers» learning the way children do — from experience — rather than through laborious instruction by programs tailor - made by humans.
With deep learning, organizations can feed enormous quantities of data into so - called neural nets designed to loosely mimic the way the human brain understands information.
«[Deep neural nets] can be really good but they can also fail in mysterious ways,» says Anders Sandberg, a senior research fellow at the University of Oxford's Future of Humanity Institute.
There aren't yet any instruments that can measure what a large, complicated neural net is doing in detail, especially while it is part of a living brain, so scientists have to find indirect ways of testing their ideas about what's going on in there.
During training, however, a neural net continually adjusts its internal settings in ways that even its creators can't interpret.
This paper builds on research from Bengio's lab on a more biologically plausible way to train neural nets and an algorithm developed by Lillicrap that further relaxes some of the rules for training neural nets.
Similar to the way neurons are connected in the brain, neural nets stitch together tiny programs that collaboratively find patterns in data.
He says that one way to think about this is to think of a continuum with supervised learning on one side and neural nets on the other.
Google knows how to crunch large numbers, and so they've take all of this AI hype around neural nets and they're solving it the way they organizationally know how to solve problems, which is Jeff Dean comes up with a way to paralyze everything and do it really efficiently, really cheaply.