A neural network is a group of interconnected units called neurons that send signals to one another. Neurons can be either biological cells or mathematical models.

Neural Networks provides a forum for developing and nurturing an international community of scholars and practitioners who are interested in all aspects of neural networks, including deep learning and …

Dec 16, 2025 · Neural networks are machine learning models that mimic the complex functions of the human brain. These models consist of interconnected nodes or neurons that process data, learn …

A neural network is a machine learning model that stacks simple "neurons" in layers and learns pattern-recognizing weights and biases from data to map inputs to outputs.

A neural network in general takes in an input x ∈ R m and generates an output a ∈ R n. It is constructed out of multiple neurons; the inputs of each neuron might be elements of x and/or outputs of other …

A neural network, or artificial neural network, is a type of computing architecture that is based on a model of how a human brain functions — hence the name "neural."

What is a neural network? Learn how an artificial neural network works, see examples and applications, and explore the different types used in deep learning.