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From course:

Intro to AI 2

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Question:

Summary

Author: Christian N



Answer:

Most brains have lots of neurons; each neuron ≈ linear–threshold unit (?) Perceptrons (one-layer networks) insufficiently expressive Multi-layer networks are sufficiently expressive; can be trained by gradient descent, i.e., error back-propagation Many applications: speech, driving, handwriting, fraud detection, etc. Engineering, cognitive modelling, and neural system modelling subfields have largely diverged


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