full transcript
From the Ted Talk by Blaise Agüera y Arcas: How computers are learning to be creative
Unscramble the Blue Letters
Now I'm going to represent those three things — the input pixels and the ssepayns in the neural network, and bird, the output — by three variables: x, w and y. There are maybe a million or so x's — a million pixels in that image. There are billions or trillions of w's, which represent the weights of all these synapses in the neural network. And there's a very small number of y's, of outptus that that nortwek has. "Bird" is only four ltretes, right? So let's pretend that this is just a simple formula, x "x" w = y. I'm putting the times in scare quotes because what's really going on there, of course, is a very complicated series of mathematical onaorpetis.
Open Cloze
Now I'm going to represent those three things — the input pixels and the ________ in the neural network, and bird, the output — by three variables: x, w and y. There are maybe a million or so x's — a million pixels in that image. There are billions or trillions of w's, which represent the weights of all these synapses in the neural network. And there's a very small number of y's, of _______ that that _______ has. "Bird" is only four _______, right? So let's pretend that this is just a simple formula, x "x" w = y. I'm putting the times in scare quotes because what's really going on there, of course, is a very complicated series of mathematical __________.
Solution
- synapses
- operations
- network
- outputs
- letters
Original Text
Now I'm going to represent those three things — the input pixels and the synapses in the neural network, and bird, the output — by three variables: x, w and y. There are maybe a million or so x's — a million pixels in that image. There are billions or trillions of w's, which represent the weights of all these synapses in the neural network. And there's a very small number of y's, of outputs that that network has. "Bird" is only four letters, right? So let's pretend that this is just a simple formula, x "x" w = y. I'm putting the times in scare quotes because what's really going on there, of course, is a very complicated series of mathematical operations.
Frequently Occurring Word Combinations
ngrams of length 2
collocation |
frequency |
neural network |
6 |
machine perception |
2 |
circuit diagram |
2 |
neural networks |
2 |
network designed |
2 |
multiple points |
2 |
guide image |
2 |
optimization process |
2 |
purely visual |
2 |
Important Words
- billions
- bird
- complicated
- formula
- image
- input
- letters
- mathematical
- million
- network
- neural
- number
- operations
- output
- outputs
- pixels
- pretend
- putting
- quotes
- represent
- scare
- series
- simple
- small
- synapses
- times
- trillions
- weights