Are the linear model and the perceptron related?

Question

data mining

Are the linear model and the perceptron, a single-layer NS, connected somehow? For example, is a linear regression problem similar to building a perceptron?

Answer 1

In this sense, a single-layer NN is a combination of linear algorithms, but always with a nonlinear activation function www.ccas.ru/voron/download/NeuralNets.pdf In general, read / look
at Vorontsov, he has good lectures on this topic .
understandable, it seems to me:
www.machinelearning.ru/wiki/images/c/c2/Voron-ML-N...