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Event · 1943-12

Machine perception

The logical neuron

McCulloch and Pitts described a simple mathematical neuron and showed how networks of them could implement logical operations.

McCulloch and Pitts did not produce a trainable neural network, but they connected nervous-system behaviour to computation. The artificial neuron became a formal building block: it accepts signals, compares their sum with a threshold and produces an output. That abstraction survived for decades and still underpins how neural networks are described.

Sources
Bulletin of Mathematical BiophysicsOpen primary source