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Lexikon


McCulloch-Pitts neuron


The basic building block of ref="module.php?name=Lexikon&file=search&eid=1&query=artificial neural networks">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 ref="module.php?name=Lexikon&file=search&eid=1&query=sigmoid">sigmoid) to facilitate ref="module.php?name=Lexikon&file=search&eid=1&query=learning">learning. (1997-10-11)

In addition suitable contents:
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