Origins & Computability · 1943

A Logical Calculus of Ideas Immanent in Nervous Activity (artificial neuron)

Warren McCulloch, Walter Pitts

McCulloch and Pitts proposed a mathematical model of neurons as simple threshold logic units and showed that networks of them can compute logical functions.

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Plain-language summary

They abstracted a neuron as a device that sums weighted inputs and fires if the total crosses a threshold, ignoring biological detail. They proved that networks of such idealized neurons can implement any logical proposition, linking brain-style computation to formal logic and Turing's model. This established the idea that networks of simple connected units can compute, providing the conceptual starting point for later artificial neural networks.

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Record ID
O-005
Record created
2026-07-13
Last reviewed
2026-07-14
Record version
2

Citation caveat: Citation metadata is approximate and marked unverified in the source dataset.