Design and implementation of a single layer feed forward neural network using stand-alone architecture FPGAs-based platform
Joint Authors
al-Jawhar, Walid Amin Mahmud
Mundhir H.
Muthanna H.
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 5, Issue 2 (31 Dec. 2005), pp.1-17, 17 p.
Publisher
Publication Date
2005-12-31
Country of Publication
Iraq
No. of Pages
17
Main Subjects
Information Technology and Computer Science
Abstract EN
A single layer feed-forward neural network are proposed and implemented using the schematic editor of the Xilinx foundation series 2.1i.
First the mathematical model of the data set (weights and inputs) is presented in a matrix multiplication format.
Secondly the five design stages are presented and implemented without using the finite state machine, which control the processes of the forward propagation phase, error calculation, and the training algorithm.
Finally the design can be optimized to decrease the total execution time and to minimize the cost, which eventually will increase the performance and improve the function density.
American Psychological Association (APA)
al-Jawhar, Walid Amin Mahmud& Mundhir H.& Muthanna H.. 2005. Design and implementation of a single layer feed forward neural network using stand-alone architecture FPGAs-based platform. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 5, no. 2, pp.1-17.
https://search.emarefa.net/detail/BIM-361452
Modern Language Association (MLA)
Mundhir H.…[et al.]. Design and implementation of a single layer feed forward neural network using stand-alone architecture FPGAs-based platform. Iraqi Journal of Computer, Communications and Control Engineering Vol. 5, no. 2 (2005), pp.1-17.
https://search.emarefa.net/detail/BIM-361452
American Medical Association (AMA)
al-Jawhar, Walid Amin Mahmud& Mundhir H.& Muthanna H.. Design and implementation of a single layer feed forward neural network using stand-alone architecture FPGAs-based platform. Iraqi Journal of Computer, Communications and Control Engineering. 2005. Vol. 5, no. 2, pp.1-17.
https://search.emarefa.net/detail/BIM-361452
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 16-17
Record ID
BIM-361452