loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Cherrad Benbouchama 1 ; Mohamed Tadjine 2 and Ahmed Bouridane 3

Affiliations: 1 E.M.P, Algeria ; 2 Ecole Nationale Polytechnique, Algeria ; 3 Queen’s University, United Kingdom

ISBN: 978-989-8111-99-9

Keyword(s): Neural networks, FPGA, Parameterizable implementation, Handel-C.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Neural Networks Based Control Systems

Abstract: This paper shows the design possibility of a parameterizable implementation of neural multi-layer network on FPGA circuits (Field Programmable Gate Array) through the use of Handel-C language. The algorithm used for the training is the back-propagation. The tools of implementation and synthesis are the DK 4 of Celoxica and the ISE 6.3 of Xilinx. The targeted components are XCV2000 on Celoxica RC1000 board and XC2V1000 on RC200. The representation of the real numbers in fixed point was used for the data processing. The realization of the activation function is made with the approximate polynomial. A high level environment was designed in order to specify and introduce architecture parameters.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.93.74.227

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Benbouchama C.; Tadjine M.; Bouridane A. and (2009). A PARAMETERIZABLE HANDEL-C NEURAL NETWORK IMPLEMENTATION FOR FPGA.In Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, ISBN 978-989-8111-99-9, pages 325-328. DOI: 10.5220/0002166903250328

@conference{icinco09,
author={Cherrad Benbouchama and Mohamed Tadjine and Ahmed Bouridane},
title={A PARAMETERIZABLE HANDEL-C NEURAL NETWORK IMPLEMENTATION FOR FPGA},
booktitle={Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,},
year={2009},
pages={325-328},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002166903250328},
isbn={978-989-8111-99-9},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,
TI - A PARAMETERIZABLE HANDEL-C NEURAL NETWORK IMPLEMENTATION FOR FPGA
SN - 978-989-8111-99-9
AU - Benbouchama, C.
AU - Tadjine, M.
AU - Bouridane, A.
PY - 2009
SP - 325
EP - 328
DO - 10.5220/0002166903250328

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.