Using K-fold cross validation proposed models for SpikeProp learning enhancements

• Main Authors: Ahmed, Falah Younis H., Ali, Yasir Hassan, Shamsudin, Siti Mariyam
• Format: Article
• Language: English
• Published: Science Publishing Corporation Inc. 2018
• Subjects: Q Science (General)
• Online Access: http://eprints.utm.my/id/eprint/84779/1/SitiMariyamShamsudin2018_UsingKFoldCrossValidationProposed.pdf; http://eprints.utm.my/id/eprint/84779/; https://www.sciencepubco.com/index.php/ijet/article/view/20790
• Institution: Universiti Teknologi Malaysia

Spiking Neural Network (SNN) uses individual spikes in time field to perform as well as to communicate computation in such a way as the actual neurons act. SNN was not studied earlier as it was considered too complicated and too hard to examine. Several limitations concerning the characteristics of...