Analysis and Implementation of an Artificial Learning System based on the Cognitive Process of the Human Brain

Juan A. Rios CUniversidad del Valle de México S.C. San Juan de Dios #6 Col. Arboledas del Sur, CDMXCarlos A. RuizEscuela Superior de Ingeniería Mecánica y Eléctrica Unidad Culhuacan, IPN, Av. Santa Ana #1000, Col. San Francisco Culhuacan CDMXCeledonio A. MezaEscuela Superior de Ingeniería Mecánica y Eléctrica Unidad Culhuacan, IPN, Av. Santa Ana #1000, Col. San Francisco Culhuacan CDMX

Vol 2 No 7 (2018): Volume 2, Issue 7, September 2018 | Pages: 1-7

International Research Journal of Innovations in Engineering and Technology

OPEN ACCESS | Research Article | Published Date: 01-09-2018

doi Logo

Abstract

This article presents the analysis and implementation of an artificial learning system that bases its functioning on the cognitive process of the human brain. The proposed system is able to learn and memorize, through training, some pattern and later it is possible to recognize it even when there are some variants in what it intends to use for recognition. The computational theory of artificial neural networks was used to design the system, in addition to the MATLAB© multitasking platform.

Keywords

Learning, Human Brain, Cognition, Neural Network, Artificial System


Citation of this Article
References
  1. Ormrod J. E., “Human Learning”, Pearson Prentice Hall, 4ta. Ed., Madrid, España, pp. 1-11, 2005.
  2. Dee Fink L., “Creating Significant Learning Experiences”, Jossey-Bass, USA, 2003.
  3. Beck Christina, “Curious about the Sciences”, Max Planck Society, Vol. 22, Germany, 2010.
  4. Jensen. E., “Learning and Brain”, Narcea Ed., Madrid, Spain, 2004.
  5. James A. A., “Neural Networks”, Alfaomega, USA, 2007.
  6. Pérez A. E., “Novel Discrete Compactness-Based Training for Vector Quantization Networks: Enhancing Automatic Brain Tissue Classification”, Advances in Artificial Neural Systems, vol. 2013, no. 4, pp. 1–7, Jan. 2013.
  7. R. Rojas, “Neural Networks” Springer-Verlag, Berlin, no. 10, pp. 1–27, 1996.