Programming A Perceptron

A perceptron is one of the classifiers used in the field of Machine Learning. It is used for the supervised learning of binary classifiers meaning the algorithm will tell us whether something is part of a class or not. The idea of a perceptron can be based on a biological neuron. When enough “inputs” accumulate to change the potential of the neuron cell above a certain threshold, an action potential occurs which fires a signal (output) down the axon.

 

neuron

 

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