In the brain, you have connections between the neurons called synapses, and they can change. All your knowledge is stored in those synapses. You have about 1,000-trillion synapses - 10 to the 15, it's a very big number. Geoffrey Hinton More Quotes by Geoffrey Hinton More Quotes From Geoffrey Hinton Making everything more efficient should make everybody happier. Geoffrey Hinton make more everything everybody I got fed up with academia and decided I would rather be a carpenter. Geoffrey Hinton got up fed-up carpenter 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 well big disaster mistake My father was an entomologist who believed in continental drift. In the early '50s, that was regarded as nonsense. It was in the mid-'50s that it came back. Someone had thought of it 30 or 40 years earlier named Alfred Wegener, and he never got to see it come back. Geoffrey Hinton someone never thought father 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 how better brain way We want to take AI and CIFAR to wonderful new places, where no person, no student, no program has gone before. Geoffrey Hinton ai person new want 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 realize look think technology 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 you data information want I think it's very clear now that we will have self-driving cars. Geoffrey Hinton i-think will now think Humans are still much better than computers at recognizing speech. Geoffrey Hinton than computers better speech Most people in AI, particularly the younger ones, now believe that if you want a system that has a lot of knowledge in, like an amount of knowledge that would take millions of bits to quantify, the only way to get a good system with all that knowledge in it is to make it learn it. You are not going to be able to put it in by hand. Geoffrey Hinton good you people knowledge 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. Geoffrey Hinton great think you work 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. Geoffrey Hinton big like look intelligence
