Sejarah, Penerapan, dan Analisis Resiko dari Neural Network: Sebuah Tinjauan Pustaka
| Main Authors: | Cristina, Cristina; Universitas Universal, Kurniawan, Ade; Universitas Universal |
|---|---|
| Format: | Article info application/pdf Journal |
| Bahasa: | eng |
| Terbitan: |
Politeknik Harapan Bersama
, 2018
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| Subjects: | |
| Online Access: |
http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890 http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890/707 http://ejournal.poltektegal.ac.id/index.php/informatika/article/downloadSuppFile/890/385 |
| ctrlnum |
article-890 |
|---|---|
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<dc schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><title lang="en-US">Sejarah, Penerapan, dan Analisis Resiko dari Neural Network: Sebuah Tinjauan Pustaka</title><creator>Cristina, Cristina; Universitas Universal</creator><creator>Kurniawan, Ade; Universitas Universal</creator><subject lang="en-US">Teknik Informatika</subject><description lang="en-US">A neural network is a form of artificial intelligence that has the ability to learn, grow, and adapt in a dynamic environment. Neural network began since 1890 because a great American psychologist named William James created the book "Principles of Psycology". James was the first one publish a number of facts related to the structure and function of the brain. The history of neural network development is divided into 4 epochs, the Camelot era, the Depression, the Renaissance, and the Neoconnectiosm era. Neural networks used today are not 100 percent accurate. However, neural networks are still used because of better performance than alternative computing models. The use of neural network consists of pattern recognition, signal analysis, robotics, and expert systems. For risk analysis of the neural network, it is first performed using hazards and operability studies (HAZOPS). Determining the neural network requirements in a good way will help in determining its contribution to system hazards and validating the control or mitigation of any hazards. After completion of the first stage at HAZOPS and the second stage determines the requirements, the next stage is designing. Neural network underwent repeated design-train-test development. At the design stage, the hazard analysis should consider the design aspects of the development, which include neural network architecture, size, intended use, and so on. It will be continued at the implementation stage, test phase, installation and inspection phase, operation phase, and ends at the maintenance stage.</description><publisher lang="en-US">Politeknik Harapan Bersama</publisher><contributor lang="en-US"/><date>2018-05-13</date><type>Journal:Article</type><type>Other:info:eu-repo/semantics/publishedVersion</type><type>Other:</type><type>File:application/pdf</type><identifier>http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890</identifier><identifier>10.30591/jpit.v3i2.890</identifier><source lang="en-US">Jurnal Informatika: Jurnal Pengembangan IT; Vol 3, No 2 (2018): JPIT, Mei 2018; 259-270</source><source>2548-9356</source><source>2477-5126</source><source>10.30591/jpit.v3i2</source><language>eng</language><relation>http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890/707</relation><relation>http://ejournal.poltektegal.ac.id/index.php/informatika/article/downloadSuppFile/890/385</relation><relation>10.30591/jpit.v3i2.890.g707</relation><rights lang="0">Copyright (c) 2018 JURNAL INFORMATIKA : Jurnal Pengembangan IT</rights><rights lang="0">http://creativecommons.org/licenses/by/4.0</rights><recordID>article-890</recordID></dc>
|
| language |
eng |
| format |
Journal:Article Journal Other:info:eu-repo/semantics/publishedVersion Other Other: File:application/pdf File Journal:Journal |
| author |
Cristina, Cristina; Universitas Universal Kurniawan, Ade; Universitas Universal |
| title |
Sejarah, Penerapan, dan Analisis Resiko dari Neural Network: Sebuah Tinjauan Pustaka |
| publisher |
Politeknik Harapan Bersama |
| publishDate |
2018 |
| topic |
Teknik Informatika |
| url |
http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890 http://ejournal.poltektegal.ac.id/index.php/informatika/article/view/890/707 http://ejournal.poltektegal.ac.id/index.php/informatika/article/downloadSuppFile/890/385 |
| contents |
A neural network is a form of artificial intelligence that has the ability to learn, grow, and adapt in a dynamic environment. Neural network began since 1890 because a great American psychologist named William James created the book "Principles of Psycology". James was the first one publish a number of facts related to the structure and function of the brain. The history of neural network development is divided into 4 epochs, the Camelot era, the Depression, the Renaissance, and the Neoconnectiosm era. Neural networks used today are not 100 percent accurate. However, neural networks are still used because of better performance than alternative computing models. The use of neural network consists of pattern recognition, signal analysis, robotics, and expert systems. For risk analysis of the neural network, it is first performed using hazards and operability studies (HAZOPS). Determining the neural network requirements in a good way will help in determining its contribution to system hazards and validating the control or mitigation of any hazards. After completion of the first stage at HAZOPS and the second stage determines the requirements, the next stage is designing. Neural network underwent repeated design-train-test development. At the design stage, the hazard analysis should consider the design aspects of the development, which include neural network architecture, size, intended use, and so on. It will be continued at the implementation stage, test phase, installation and inspection phase, operation phase, and ends at the maintenance stage. |
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Politeknik Harapan Bersama Tegal |
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Teknik Informatika Teknik Komputer Sistem Informasi |
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KOTA TEGAL |
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JAWA TENGAH |
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2018-06-01T01:37:09Z |
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