Phrase by 'Geoffrey Hinton'
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Making everything more efficient should make everybody happier.
Author: Geoffrey Hinton - British PsychologistMore , Everybody , Everything , Make
In A.I., the holy grail was how do you generate internal representations.
Author: Geoffrey Hinton - British PsychologistYou , How , Holy , Internal
In science, you can say things that seem crazy, but in the long run, they can turn out to be right. We can get really good evidence, and in the end, the community will come around.
Author: Geoffrey Hinton - British PsychologistYou , Crazy , Science , Good
In a sensibly organised society, if you improve productivity, there is room for everybody to benefit.
Author: Geoffrey Hinton - British PsychologistYou , Society , Room , Productivity
I get very excited when we discover a way of making neural networks better - and when that's closely related to how the brain works.
Author: Geoffrey Hinton - British PsychologistBetter , Way , Brain , Excited
My main interest is in trying to find radically different kinds of neural nets.
Author: Geoffrey Hinton - British PsychologistFind , Trying , Different , Interest
Take any old classification problem where you have a lot of data, and it's going to be solved by deep learning. There's going to be thousands of applications of deep learning.
Author: Geoffrey Hinton - British PsychologistYou , Learning , Problem , Deep
The pooling operation used in convolutional neural networks is a big mistake, and the fact that it works so well is a disaster.
Author: Geoffrey Hinton - British PsychologistMistake , Well , Big , Disaster
We now think of internal representation as great big vectors, and we do not think of logic as the paradigm for how to get things to work. We just think you can have these great big neural nets that learn, and so, instead of programming, you are just going to get them to learn everything.
Author: Geoffrey Hinton - British PsychologistYou , Work , Think , Great
The paradigm for intelligence was logical reasoning, and the idea of what an internal representation would look like was it would be some kind of symbolic structure. That has completely changed with these big neural nets.
Author: Geoffrey Hinton - British PsychologistLook , Like , Big , Intelligence
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