The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Recognition of Alphanumeric Patterns Using Backpropagation Algorithm for Design and Implementation With ANN
|
|
Author(s): Alankrita Aggarwal (Panipat Institute of Engineering and Technology, India), Shivani Gaba (Panipat Institute of Engineering and Technology, India), Shally Chawla (Panipat Institute of Engineering and Technology, India)and Anoopa Arya (Panipat Institute of Engineering and Technology, India)
Copyright: 2022
Volume: 14
Issue: 1
Pages: 11
Source title:
International Journal of Security and Privacy in Pervasive Computing (IJSPPC)
Editor(s)-in-Chief: Tao Gao (Zionlion Group Ltd. Shanghai, China)
DOI: 10.4018/IJSPPC.295086
Purchase
|
Abstract
The artificial neural network has been called for its application as alphanumeric characters recognizing the network. The idea is to maintain the obsolete data available in hard copy form and to convert that data into digital form. Some specific bit patterns that correspond to the character are trained using the network. The numbers of input and output layer neurons are chosen. As there are many ways to do but in this the algorithm used for training the network is called the Backpropagation Algorithm using the delta rule. The testing and training patterns are provided for which weights are calculated in the program and patterns are recognized and analysis is done. The effect of variations in the hidden layers is also observed with pattern matrices.
Related Content
|
Glorin Sebastian.
© 2023.
14 pages.
|
|
Jackson Adams, Hala Almahmoud.
© 2023.
15 pages.
|
|
Varun Kharbanda, Seetharaman A, Maddulety K.
© 2023.
13 pages.
|
|
Glorin Sebastian.
© 2023.
11 pages.
|
|
Sekoude Jehovah-nis Pedrie Sonon, Tahirou Djara, Matine Abdoul Ousmane, Abdou-Aziz Sobabe.
© 2023.
22 pages.
|
|
Glorin Sebastian.
© 2023.
14 pages.
|
|
Alankrita Aggarwal, Shivani Gaba, Shally Chawla, Anoopa Arya.
© 2022.
11 pages.
|
|
|