Explore 20 essential activation functions implemented in Python for deep neural networks—including ELU, ReLU, Leaky ReLU, Sigmoid, and more. Perfect for machine learning enthusiasts and AI ...

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Let's start with a definition: A neural network, also known as a neuromorphic system, is an information-processing system of hardware and/or software that emulates some aspect of the brain.

This chapter discusses the working of artificial neural network (ANN) with single layer perceptron and multilayer perceptron along with example dataset. Also traditional linear regression and logistic ...

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Multilayer perceptron is also used for multi‐class classification using softmax activation function. Backpropagation is used in the training of the neural network finetuning the weights. The two types ...

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