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Geoffrey Hinton Quotes


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Quotes by Geoffrey Hinton

Showing 11-20 of 43 Quotes by Geoffrey Hinton

Everybody right now, they look at the current technology, and they think, 'OK, that's what artificial neural nets are.' And they don't realize how arbitrary it is. We just made it up! And there's no reason why we shouldn't make up something else.

~Geoffrey Hinton

Topics: Arbitrary Artificial Current Else Everybody How Just Look Made Make Make Up Nets No Reason Now Ok Realize Reason Right Something Something Else Technology Think Up Why

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All you need is lots and lots of data and lots of information about what the right answer is, and you'll be able to train a big neural net to do what you want.

~Geoffrey Hinton

Topics: Able About Answer Big Data Information Lots Lots And Lots Need Net Right Train Want You

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Early AI was mainly based on logic. You're trying to make computers that reason like people. The second route is from biology: You're trying to make computers that can perceive and act and adapt like animals.

~Geoffrey Hinton

Topics: Act Adapt Ai Animals Based Biology Computers Early Like Logic Mainly Make People Perceive Reason Route Second Trying You

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I got fed up with academia and decided I would rather be a carpenter.

~Geoffrey Hinton

Topics: Academia Carpenter Decided Fed Fed Up Got Rather Up Would

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In the brain, you have connections between the neurons called synapses, and they can change. All your knowledge is stored in those synapses.

~Geoffrey Hinton

Topics: Between Brain Change Connections Knowledge Neurons Stored Those You Your

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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.

~Geoffrey Hinton

Topics: Better Brain Closely Discover Excited Get How Making Networks Related Very Way Works

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Any new technology, if it's used by evil people, bad things can happen. But that's more a question of the politics of the technology.

~Geoffrey Hinton

Topics: Any Bad Bad Things Evil Happen More New New Technology People Politics Question Technology Things Used

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A deep-learning system doesn't have any explanatory power.

~Geoffrey Hinton

Topics: Any Power System

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I have always been convinced that the only way to get artificial intelligence to work is to do the computation in a way similar to the human brain. That is the goal I have been pursuing. We are making progress, though we still have lots to learn about how the brain actually works.

~Geoffrey Hinton

Topics: About Actually Always Artificial Artificial Intelligence Been Brain Computation Convinced Get Goal How Human Human Brain Intelligence Learn Lots Making Only Progress Pursuing Similar Still Though Way Work Works

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The pooling operation used in convolutional neural networks is a big mistake, and the fact that it works so well is a disaster.

~Geoffrey Hinton

Topics: Big Big Mistake Disaster Fact Mistake Networks Operation Used Well Works

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Biography

Nationality: British

Type: Psychologist

Born: December 6th, 1947

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