What is perceptron? Explain

The perceptron is a fundamental concept in the field of artificial neural networks (ANNs) and serves as the building block for more complex neural network models. It is a type of binary linear classifier that can make predictions based on input data by learning from a set of training examples.

At its core, a perceptron is a mathematical model that mimics the functioning of a single neuron in a biological brain. It takes a set of input values, applies weights to them, and combines them using a linear combination. The result is then passed through an activation function to produce an output.

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