ENG 1103 – First Year Composition
17 November 2020
Neural Networks and Their Applications <- This is the student’s working title
A common joke at the expense of computer scientists is that trees—the data structure—are drawn with the root node at the top and the leaf nodes at the bottom because the computer scientists who formed that convention never bothered to go outside and look at a real tree. If that is true, then modern computer scientists have truly surpassed their predecessors by designing their algorithms based on the most complicated biological structure currently known: the human brain. Through this study, they created the artificial neural network, an incredibly powerful, deep, and versatile machine learning algorithm that essentially functions as a connected, layered set of simulated neurons. As the algorithm grew in popularity, many variations of it began to branch off into their own, more specialized algorithms, which all perform better in specific situations. However, this is not always readily apparent, and the terminology can be very confusing. Some of the more common types of neural networks are convolutional neural networks, recurrent neural networks, and generative adversarial networks, and their individual uses will be discussed subsequently.
Section 1: Background Information <-this section title is just for the bib outline. On the final paper, it will be removed
Section 2: Convolutional Neural Networks
Section 3: Recurrent Neural Networks
Section 4: Generative Adversarial Networks
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