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Article . 2023
License: CC BY
Data sources: Datacite
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Article . 2023
License: CC BY
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STUDY OF ARTIFICIAL NEURAL NETWORK

Authors: Miss. Bangar Amruta, Prof. Sonali Doifode & Bangar Amruta Ramesh;

STUDY OF ARTIFICIAL NEURAL NETWORK

Abstract

A subfield of machine learning is Artificial Neural Networks (ANN). This algorithm is based on the neural network of the human brain. An Artificial Neural Network is made up of a number of connected nodes that act as information carriers. Recently, artificial neural networks with artificial neurons that behave and perform like actual neurons were introduced. They are employed for a variety of tasks that a human brain may perform, including speech, hearing, reorganization, pattern-spotting, and storing knowledge. This is not the case for any artificial networking because these neural networks were combined and dynamically self-assembled. To tackle the issue, these neurons cooperate in clusters and divide it into smaller components. Engineering skill is required to make them, which are arranged in layers, solve issues in the actual world. The connections between the neurons are crucial because they serve as the system's glue during the excitation-inhibition process, in which one neuron is excited while the other is inhibited as in subtraction-addition operations. During training, this network controls the connections. The issues are identified and resolved by this ANN. This paper provides an overview of an Artificial Neural Network. Additionally, applications and types are explained in this research article.

Keywords

Artificial Neural Network, Neurons

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  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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