A Brief Review on Artificial Neural Network: Network Structures and Applications

Nilanjan Saha, Aleena Swetapadma, Mahadev Mondal

202324 citationsDOI

Abstract

A quick overview of artificial neural networks (ANN) and its real-life applications are provided in this publication. Different type of Neural Networks and their structures are also been discussed here. Neurons in neural networks are interconnected with other neurons to mimic how the intricate human brain functions. Artificial intelligence benefits from this because neural networks can develop over time without human intervention once they are given a set of rules or guidelines, whereas AI can start from scratch, create its algorithm, and learn the rule with the aid of machine learning techniques based on the rules. AI does not require the baseline since it can learn from observations, whereas neural networks learn through human feedback from the initial baselines.

Topics & Concepts

Artificial neural networkComputer scienceArtificial intelligenceScratchNervous system network modelsSet (abstract data type)Types of artificial neural networksPhysical neural networkTime delay neural networkMachine learningRecurrent neural networkProgramming languageOperating systemNeural Networks and ApplicationsTime Series Analysis and ForecastingStock Market Forecasting Methods