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Classification of activation function and artificial neurons used in ANN

Author Affiliations

  • 1Dept. of Computer Science & Engineering, Institute of Technology, Guru Ghasidas Vishwavidyalaya, Central University, Bilaspur, CG, India

Res. J. Computer & IT Sci., Volume 5, Issue (8), Pages 1-2, October,20 (2017)

Abstract

In this paper the role of an activation function in the Artificial Neural Network and its classification is discussed. Also on the basis of Activation function used the categorization of the Neuron is also done.

References

  1. McCulloch W.S. and Pitts W. (1943)., A logical calculus of the ideas immanent in nervous activity., Bull. Math. Biophy., 5, 115-133.
  2. Morris R.G.M. (1999)., Do hebb: The organization of behavior, wiley: New york; 1949., Brain research bulletin, 50(5), 437.
  3. Rosenblatt F. (1958)., The perceptron : A probabilistic model for information storage and organization in the brain., Psychological Review, 65, 386-408.
  4. Widrow B. and Hoff M.E. (1960)., Adaptive switching circuits., IRE WESCON Conventional Record, 4, 96-104.
  5. Singh V.K. (2016)., Proposing Solution to XOR problem using minimum configuration MLP., ScienceDirect, International Conference on Computational Modeling and Security (CMS 2016), Procedia Computer Science, 85, 263-270.
  6. Singh V.K. and Pandey S. (2016)., Minimum Configuration MLP for Solving XOR Problem., Proceeding of the 10th INDIACom, INDIACom-2016, IEEE Conference ID : 37465, 3rd International Conference on Computing for Sustainable Global Development, 168-173, BVICAM, New Delhi, India.
  7. Singh V.K. and Pandey S. (2016)., Proposing an Ex-NOR Solution using ANN., Proceeding International Conference on Information, Communication and Computing Technology, JIMS, New Delhi.
  8. Singh V.K. (2015)., Two Solution to the XOR Problem using minimum configuration MLP., International Journal of Advanced Engineering and Technological Research, 3(3), 16-20.
  9. Singh V.K. (2015)., One Solution to XOR problem using Multilayer Perceptron having Minimum Configuration., International Journal of Science and Engineering, 3, 32-41.
  10. Singh V.K. (2016)., Mathematical Explanation To Solution For Ex-NOR Problem Using MLFFN., International Journal of Information Sciences and Techniques, 6, 105-122.
  11. Singh V.K. (2016)., Mathematical Analysis for Training ANNs Using Basic Learning Algorithms., Research Journal of Computer and Information Technology Sciences, 4(7), 6-13.
  12. Singh V.K. (2016)., ANN Implementation of Constructing Logic Gates Focusing On Ex-NOR., Research Journal of Computer and Information Technology Sciences, 4(6), 1-11.