mcculloch-pitts neuron

Computing Dictionary

McCulloch-Pitts neuron definition

artificial intelligence
The basic building block of artificial neural networks. It receives one or more inputs and produces one or more identical outputs, each of which is a simple non-linear function of the sum of the inputs to the neuron. The non-linear function is typically a threshhold or step function which is usually smoothed (i.e. a sigmoid) to facilitate learning.
The Free On-line Dictionary of Computing, © Denis Howe 2010
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