A Tale of Perceptrons

Learn about the history of perceptrons.

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Interesting history

In the 1950s, the nascent field of artificial intelligence was split into rival factions. Two groups competed for academic mindshare. The leading group was the “symbolists,” led by authorities such as Marvin Minsky and John McCarthy. The runners-up were the “connectionists,” led by Frank Rosenblatt.

The two groups had very different approaches. The symbolists believed in programming an intelligent machine from the ground up. Piece by piece, they planned to build computers that would eventually manipulate concepts faster and better than humans.

This idea might sound overly optimistic today, but it made perfect sense in the 1950s,1950s, when people were inventing the first high-level programming languages. Those languages seemed much closer to human thinking than plain old assembly language. Who knew ...