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Title: :  NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS
PaperId: :  6183
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 4 2017
DUI:    16.0415/IJARIIE-6183
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
R.AkilaVivekanandha college of Arts and Sciences For Women (Autonomous), Tamilnadu, India.
S.RamadeviVivekanandha College of Arts and Sciences For Women (Autonomous), Tamilnadu, India.

Abstract

Mathematics
neural network, LMI(linear matrix inequality), discrete-time neural networks, time-dependent, discrete recurrent neural network
Neural networks are being used to solve all kinds of problems from a wide range of disciplines. The topic is highly interdisciplinary in nature, and so it is extremely difficult to develop an introductory and comprehensive treatise on the subject in a short manuscript. An LMI(linear matrix inequality) approach and an embedding technique are employed to derive some sufficient conditions for the global exponential stability of discrete-time neural networks with time-dependent delays and constant parameters. An discrete recurrent neural network described by a set of difference equations may be used to approximate uniformly a state-space trajectory producd by either na discrete time nonlinear system or a continuous function on a closed discrete-time interval.

Citations

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IJARIIE R.Akila, and S.Ramadevi. "NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 4 2017 Page 1487-1493
MLA R.Akila, and S.Ramadevi. "NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 3.4(2017) : 1487-1493.
APA R.Akila, & S.Ramadevi. (2017). NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 3(4), 1487-1493.
Chicago R.Akila, and S.Ramadevi. "NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 4 (2017) : 1487-1493.
Oxford R.Akila, and S.Ramadevi. 'NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, 2017, p. 1487-1493. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/NEURAL_NETWORKS_USING_CONVERGENCE_OF_DISCRETE_TIME_NEURAL_NETWORKS_WITH_DELAYS_AND_DYNAMIC_RECURRENT_NEURAL_NETWORKS_ijariie6183.pdf (Accessed : 07 December 2021).
Harvard R.Akila, and S.Ramadevi. (2017) 'NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 3(4), pp. 1487-1493IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/NEURAL_NETWORKS_USING_CONVERGENCE_OF_DISCRETE_TIME_NEURAL_NETWORKS_WITH_DELAYS_AND_DYNAMIC_RECURRENT_NEURAL_NETWORKS_ijariie6183.pdf (Accessed : 07 December 2021)
IEEE R.Akila, and S.Ramadevi, "NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, pp. 1487-1493, Jul-Aug 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/NEURAL_NETWORKS_USING_CONVERGENCE_OF_DISCRETE_TIME_NEURAL_NETWORKS_WITH_DELAYS_AND_DYNAMIC_RECURRENT_NEURAL_NETWORKS_ijariie6183.pdf [Accessed : 07 December 2021].
Turabian R.Akila, and S.Ramadevi. "NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 4 (07 December 2021).
Vancouver R.Akila, and S.Ramadevi. NEURAL NETWORKS USING CONVERGENCE OF DISCRETE-TIME NEURAL NETWORKS WITH DELAYS AND DYNAMIC RECURRENT NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 07 December 2021]; 3(4) : 1487-1493. Available from: http://ijariie.com/AdminUploadPdf/NEURAL_NETWORKS_USING_CONVERGENCE_OF_DISCRETE_TIME_NEURAL_NETWORKS_WITH_DELAYS_AND_DYNAMIC_RECURRENT_NEURAL_NETWORKS_ijariie6183.pdf
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