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Problems with Perceptrons
Minsky and Papert (1969)
- Mathematically prove limitations of perceptrons
- Caused most AI researchers of the time to return to symbolic AI
The “Linear Separability” problem
- Perceptrons can only distinguish between classes separated by a plane