--- title: "Meaning & Key Takeaway of: Once your computer is pretending to be a…" description: "\"Once your computer is pretending to be a neural net, you get it to be able to do a particular task by just showing it a whole lot of examples.\" — Geoff..." image: "https://sms4smile.com/quotes/i/3bd/geoffrey-hinton-12991_computer_once-your-computer-is-pretending-to-be-a_1985898.jpg" --- # Once your computer is pretending to be a neural net, you… ![“Once your computer is pretending to be a neural net, you get it to be able to do a particular task by just showing it a whole lot of examples.” quote by Geoffrey Hinton](https://sms4smile.com/quotes/i/3bd/geoffrey-hinton-12991_computer_once-your-computer-is-pretending-to-be-a_1985898.jpg) [Download](https://sms4smile.com/quotes/i/3bd/geoffrey-hinton-12991_computer_once-your-computer-is-pretending-to-be-a_1985898.jpg) [Open image](https://sms4smile.com/quotes/i/3bd/geoffrey-hinton-12991_computer_once-your-computer-is-pretending-to-be-a_1985898.jpg) > “Once your computer is pretending to be a neural net, you get it to be able to do a particular task by just showing it a whole lot of examples.” [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Training a neural network by showing many examples to learn a specific task. **In simple terms:** Learning by example. Key Takeaway Use data-driven training. Themes machine learning education examples Mood technical analytical Type educational practical When to use this quote - image classification - speech recognition - language translation Key Concepts supervised learning pattern recognition Questions to Reflect On - What examples could teach your model? - How to reduce data needs? A Different Perspective Requires large labeled datasets, which can be costly. ★ ★ ★ ★ ★ No ratings yet [Computer](https://sms4smile.com/quotes/about/computer/) [Computer Pretending](https://sms4smile.com/quotes/about/computer-pretending-3416256/) [Computers](https://sms4smile.com/quotes/about/computers/) [Neural](https://sms4smile.com/quotes/about/neural/) [Neural Net](https://sms4smile.com/quotes/about/neural-net-1935252/) [Once](https://sms4smile.com/quotes/about/once/) [Pretending Neural](https://sms4smile.com/quotes/about/pretending-neural-3416255/) [Task](https://sms4smile.com/quotes/about/task/) [Technology](https://sms4smile.com/quotes/about/technology/) [Whole](https://sms4smile.com/quotes/about/whole/) [Your](https://sms4smile.com/quotes/about/your/) ## Related quotes > [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…](https://sms4smile.com/quotes/geoffrey-hinton/all-you-need-is-lots-and-lots-of-data-and-lots-of-information-about/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [My CPU is a neural net processor; a learning computer.](https://sms4smile.com/quotes/arnold-schwarzenegger/my-cpu-is-a-neural-net-processor-a-learning-computer/) [Arnold Schwarzenegger](https://sms4smile.com/quotes/author/arnold-schwarzenegger/) > [We now know from neural-net technology that when there are more connections between points in a system, and there is greater strength between these…](https://sms4smile.com/quotes/pierre-teilhard-de-chardin/we-now-know-from-neural-net-technology-that-when-there-are-more/) [Pierre Teilhard de Chardin](https://sms4smile.com/quotes/author/pierre-teilhard-de-chardin/) > [Everybody right now, they look at the current technology, and they think, 'OK, that's what artificial neural nets are.' 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But once the genre is created and the formula is…](https://sms4smile.com/quotes/philip-m-parker/formula-creation-is-magnitudes-harder-for-computer-algorithms-than/) [Philip M. Parker](https://sms4smile.com/quotes/author/philip-m-parker/) > [Innate mechanisms endow the visual system with highly specific connections, but visual experience early in life is necessary for their maintenance and full development.…](https://sms4smile.com/quotes/torsten-wiesel/innate-mechanisms-endow-the-visual-system-with-highly-specific/) [Torsten Wiesel](https://sms4smile.com/quotes/author/torsten-wiesel/) > [“And what is the connection between Us and Them, how many bundled links do we find in the neural labyrinth? It's not enough to…](https://sms4smile.com/quotes/dom-delillo/and-what-is-the-connection-between-us-and-them-how-many-bundled-links/) [Dom DeLillo](https://sms4smile.com/quotes/author/dom-delillo/) > [Having been trained as a computer scientist in the '90s, everybody knew that AI didn't work. People tried it. They tried neural nets, and…](https://sms4smile.com/quotes/sergey-brin/having-been-trained-as-a-computer-scientist-in-the-90s-everybody-knew/) [Sergey Brin](https://sms4smile.com/quotes/author/sergey-brin/) ## More by Geoffrey Hinton > [I think the way we're doing computer vision is just wrong.](https://sms4smile.com/quotes/geoffrey-hinton/i-think-the-way-we-re-doing-computer-vision-is-just-wrong/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [Irony is going to be hard to get. You have to be master of the literal first. But then, Americans don't get irony either.…](https://sms4smile.com/quotes/geoffrey-hinton/irony-is-going-to-be-hard-to-get-you-have-to-be-master-of-the-literal/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [My main interest is in trying to find radically different kinds of neural nets.](https://sms4smile.com/quotes/geoffrey-hinton/my-main-interest-is-in-trying-to-find-radically-different-kinds-of/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [A deep-learning system doesn't have any explanatory power.](https://sms4smile.com/quotes/geoffrey-hinton/a-deep-learning-system-doesn-t-have-any-explanatory-power/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [We want to take AI and CIFAR to wonderful new places, where no person, no student, no program has gone before.](https://sms4smile.com/quotes/geoffrey-hinton/we-want-to-take-ai-and-cifar-to-wonderful-new-places-where-no-person/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [In deep learning, the algorithms we use now are versions of the algorithms we were developing in the 1980s, the 1990s. 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It's used to…](https://sms4smile.com/quotes/geoffrey-hinton/deep-learning-is-already-working-in-google-search-and-in-image-search/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [In A.I., the holy grail was how do you generate internal representations.](https://sms4smile.com/quotes/geoffrey-hinton/in-a-i-the-holy-grail-was-how-do-you-generate-internal-representations/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [As soon as you have good mechanical technology, you can make things like backhoes that can dig holes in the road. But of course…](https://sms4smile.com/quotes/geoffrey-hinton/as-soon-as-you-have-good-mechanical-technology-you-can-make-things/) [Geoffrey Hinton](https://sms4smile.com/quotes/author/geoffrey-hinton/) > [To deal with a 14-dimensional space, visualize a 3-D space and say 'fourteen' to yourself very loudly. 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