full transcript

From the Ted Talk by Jeff Dean: AI isn't as smart as you think -- but it could be

Unscramble the Blue Letters

So neural networks are not a new idea. They're kind of loosely based on some of the properties that are in real neural systems. And many of the ideas behind nuarel neortkws have been around since the 1960s and 70s. A neural network is what it sounds like, a series of interconnected aritiaicfl neurons that loosely emulate the properties of your real neurons. An individual neroun in one of these sstemys has a set of inputs, each with an associated weight, and the output of a neuron is a function of those inputs muiplilted by those weights. So pretty simple, and lots and lots of these work together to learn complicated things.

Open Cloze

So neural networks are not a new idea. They're kind of loosely based on some of the properties that are in real neural systems. And many of the ideas behind ______ ________ have been around since the 1960s and 70s. A neural network is what it sounds like, a series of interconnected __________ neurons that loosely emulate the properties of your real neurons. An individual ______ in one of these _______ has a set of inputs, each with an associated weight, and the output of a neuron is a function of those inputs __________ by those weights. So pretty simple, and lots and lots of these work together to learn complicated things.

Solution

  1. artificial
  2. multiplied
  3. neural
  4. systems
  5. neuron
  6. networks

Original Text

So neural networks are not a new idea. They're kind of loosely based on some of the properties that are in real neural systems. And many of the ideas behind neural networks have been around since the 1960s and 70s. A neural network is what it sounds like, a series of interconnected artificial neurons that loosely emulate the properties of your real neurons. An individual neuron in one of these systems has a set of inputs, each with an associated weight, and the output of a neuron is a function of those inputs multiplied by those weights. So pretty simple, and lots and lots of these work together to learn complicated things.

Frequently Occurring Word Combinations

ngrams of length 2

collocation frequency
neural networks 14
ai systems 3
computational power 3
neural network 3
understand speech 2
vector operations 2
people learn 2
build models 2
powerful ai 2
relevant bits 2
responsible ai 2

Important Words

  1. artificial
  2. based
  3. complicated
  4. emulate
  5. function
  6. idea
  7. ideas
  8. individual
  9. inputs
  10. interconnected
  11. kind
  12. learn
  13. loosely
  14. lots
  15. multiplied
  16. network
  17. networks
  18. neural
  19. neuron
  20. neurons
  21. output
  22. pretty
  23. properties
  24. real
  25. series
  26. set
  27. simple
  28. sounds
  29. systems
  30. weight
  31. weights
  32. work