Software Engineering Methodology

Running Head: SOFTWARE METHODS
0
Software
Engineering
Artificial Neural Networks in Software
Engineering
(Student Details: )
12/18/2019

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1
Contents
Research Report: Software Engineering Methodology..............................................................2
Introduction................................................................................................................................2
Deep Learning (DL) in Automotive Software...........................................................................2
Conclusion..................................................................................................................................5
References..................................................................................................................................6

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Research Report: Software Engineering Methodology
Introduction
This research report is based on software engineering methodology with the help of artificial
neural networks. Here, the paper is going to explore how artificial neural networks’
application is done in the field of software engineering. While writing this report, a journal
article will be critiqued which is based on the application of neural networks into software
engineering 1. In this context, software engineering is completely new as well as the ever-
changing field. In this way, the challenge of meeting strict project schedules with modern
software always needs that the software engineering field is automated largely. In addition,
with the help of Artificial Neural Networks (ANN), human efforts and intervention can easily
be minimized to an optimum level 2. In this era, researchers are exploring the potential of
machine learning methods. It is because they are highly adaptable and have learning abilities
as well as non-parametric. Throughout this report, the role of ANN can be effectively utilised
for building different tools for software development and thereby maintenance functions.
Deep Learning (DL) in Automotive Software
Based on the selected article, it can be said that artificial neural networks can be used in
software engineering 2. In general, ANNs are those computing systems that are typically
stimulated from the biological neural networks which use animals’ brains. It is the fact that
ANNs learn with the help of examples so that they can perform tasks and thereby they are
generally without being programmed with the function-specific rules. The article is all about
applying deep learning into software engineering and automotive software 2. Hence,
understanding deep learning is important. As we know, deep learning is very exciting as well
as a powerful branch of the subject machine learning. In addition, this is a technique that
teaches machines to do what comes naturally to humans with the help of daily life examples
3. In this context, DL is a key part of a wider family of ML (referred to ML) machine
learning methodologies on the basis of ANNs. In other words, DL is also known as
hierarchical as well as deep structured learning. In this way, based on the chosen article it can
be said that ANNs are typically inspired by distributed communication nodes and information
processing within biological systems 4.