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Year 2019, Volume: 4 Issue: 2, 57 - 61, 31.12.2019

Abstract

References

  • [1] Pierson, P.E, Lillian. Data Science For Dummies, John Wiley & Sons, Inc, 2015.
  • [2] Relationship of artificial intelligence, machine learning and deep learning: 101. (n.d.). Academia.edu - Share research. https://www.academia.edu/39460436/Relationship_of_Artificial_Intelligence_Machine_Learning_and_Deep_Learning_101
  • [3] D. H. Tolley, (Mapelton, UT, US) 2007 Method of operating a plant and a control system for controlling the same United States GBI Structures, L.L.C. (Springville, UT, US) 7206772.
  • [4] H.D. Wehle, (2017). Machine Learning, Deep Learning, and AI: What’s the Difference?
  • [5] H. D. Wehle, (2019). Artificial Intelligence. 10.13140/RG.2.2.28657.74089.
  • [6] T. Mitchell, (1997). Machine Learning. McGraw Hill. p. 2. ISBN 978-0-07-042807-2.
  • [7] CIS 419/519 applied machine learning - Spring 2020. (n.d.). Penn Engineering | Inventing the Future. https://www.seas.upenn.edu/~cis519
  • [8] B. Alafi, "A New Cognitive System Modeling with the Combination of Expert and Neural Network Systems". The Journal of Cognitive Systems, Vol.3, No.2, 2018, pp.34-35.
  • [9] Goodfellow-et-al-2016, Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville, MIT Press, url{http://www.deeplearningbook.org, 2016
  • [10] H. Schulz, S. Behnke, "Deep Learning". KI-Künstliche Intelligenz, Vol.26, No.4, 2012, pp.357–363.
  • [11] A. Mosavi, S. F. Ardabili, A.R. Varkonyi-Koczy, “List of Deep Learning Models,” 2019, (DOI: 10.20944/preprints201908.0152.v1

ARTIFICIAL INTELLIGENCE AND DEEP LEARNING METHODOLOGIES

Year 2019, Volume: 4 Issue: 2, 57 - 61, 31.12.2019

Abstract

In this article, a brief definition and history of Artificial Intelligence and deep learning are mentioned. The procedure from Artificial intelligence to deep learning is described. Due to human loss and disabilities in complicated problems and huge data amounts, Artificial Intelligence and learning methods were introduced. Their main aim is to make machines perform like humans. These two – Artificial Intelligence and Deep Learning – are not separated from each other, but their application is different. As a sequence, the main concept of the algorithm for each one is announced and compared. In the end, all remarks on Artificial Intelligence and Deep learning are discussed.

Thanks

Thanks to members of Istanbul Technical University, Cognitive System Laboratory

References

  • [1] Pierson, P.E, Lillian. Data Science For Dummies, John Wiley & Sons, Inc, 2015.
  • [2] Relationship of artificial intelligence, machine learning and deep learning: 101. (n.d.). Academia.edu - Share research. https://www.academia.edu/39460436/Relationship_of_Artificial_Intelligence_Machine_Learning_and_Deep_Learning_101
  • [3] D. H. Tolley, (Mapelton, UT, US) 2007 Method of operating a plant and a control system for controlling the same United States GBI Structures, L.L.C. (Springville, UT, US) 7206772.
  • [4] H.D. Wehle, (2017). Machine Learning, Deep Learning, and AI: What’s the Difference?
  • [5] H. D. Wehle, (2019). Artificial Intelligence. 10.13140/RG.2.2.28657.74089.
  • [6] T. Mitchell, (1997). Machine Learning. McGraw Hill. p. 2. ISBN 978-0-07-042807-2.
  • [7] CIS 419/519 applied machine learning - Spring 2020. (n.d.). Penn Engineering | Inventing the Future. https://www.seas.upenn.edu/~cis519
  • [8] B. Alafi, "A New Cognitive System Modeling with the Combination of Expert and Neural Network Systems". The Journal of Cognitive Systems, Vol.3, No.2, 2018, pp.34-35.
  • [9] Goodfellow-et-al-2016, Deep Learning, Ian Goodfellow and Yoshua Bengio and Aaron Courville, MIT Press, url{http://www.deeplearningbook.org, 2016
  • [10] H. Schulz, S. Behnke, "Deep Learning". KI-Künstliche Intelligenz, Vol.26, No.4, 2012, pp.357–363.
  • [11] A. Mosavi, S. F. Ardabili, A.R. Varkonyi-Koczy, “List of Deep Learning Models,” 2019, (DOI: 10.20944/preprints201908.0152.v1
There are 11 citations in total.

Details

Primary Language English
Subjects Electrical Engineering
Journal Section Articles
Authors

Behnaz Alafi 0000-0002-0073-6566

Publication Date December 31, 2019
Published in Issue Year 2019 Volume: 4 Issue: 2

Cite

APA Alafi, B. (2019). ARTIFICIAL INTELLIGENCE AND DEEP LEARNING METHODOLOGIES. The Journal of Cognitive Systems, 4(2), 57-61.