2min chapter

Lex Fridman Podcast cover image

Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

Lex Fridman Podcast

CHAPTER

How Do Neural Networks Work?

The idea of things that are piecewise linear. Flat pieces but with folds between them is used by engineers. If you want to design a bridge, design a building, design an airplane,. You're using this idea of piecewise flat as a good, simple, computable approximation. It just seems to be pretty good in a lot of cases. That little piece makes it sufficiently complicated to make things interesting.

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