Synthesis of embedded systemC design: A case study of digital neural networks

Proceedings - Design, Automation and Test in Europe Conference and Exhibition

Volumn , Issue , 2004, Pages 248-253

  Lettnin, Djones ^a   Braun, Axel ^a   Bodgan, Martin ^a   Gerlach, Joachim ^a   Rosenstiel, Wolfgang ^a  

^a UNIVERSITY OF TÜBINGEN   (Germany)

Author keywords

Digital System Design; Electrocardiogram (ECG); Embedded Systems; Hardware Neural Network (HNN); Rapid Prototyping; SystemC Synthesis

Indexed keywords

DIGITAL SYSTEM DESIGN; HARDWARE NEURAL NETWORK (HNN); SYSTEMC SYNTHESIS;

COMPUTER HARDWARE; COMPUTER HARDWARE DESCRIPTION LANGUAGES; ELECTROCARDIOGRAPHY; FIELD PROGRAMMABLE GATE ARRAYS; NEURAL NETWORKS; PATTERN RECOGNITION; RAPID PROTOTYPING; SYSTEMS ANALYSIS;

EMBEDDED SYSTEMS;

EID: 3042604542     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DATE.2004.1269239     Document Type: Conference Paper

References (14)

1. SystemC Version 2.0 User Guide. http://www.systemc.org
2. Synopsys, CoCentric SystemC Compiler. Behavioral User and Modeling Guide,2002.
3. Vargas, F., Lettnin, D., Felippetto de Castro, M. C., Macarthy, M. "Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types". SBRN2002.
4. Haykin, S. Neural Networks. Editor Prentice Hall, 1999.
5. Braun A. G., Freuer Jan B., Gerlach J., Rosenstiel, W. "Automated Conversion of SystemC Fixed-Point Data Types for Hardware Synthesis" IFIP VLSI SOC 2003;
6. Weiss, K., Steckstor, T.,Oetker, C., Esser, K. Embedded Systems Design Group. User's Manual. Spyder-Virtex-X2E.
7. Mueller, W., Rosenstiel, W., Ruf, J. SystemC Methodologies and Applications. Kluwer Academic Publishers, 2003.
8. Groetker, T., Stan Liao, Grant Martin, Stuart Swan, System Design with SystemC, Kluwer Academic Publishers, The Netherlands, 2002.
9. Sayinta, A., G. Canverdi, M. Pauwels, A. Alshawa, W. Dehaene,"A Mixed Abstraction Level Co-Simulation Case Study Using SystemC for System on Chip Verification", Designers' Forum, DATE03.
10. Bruschi, F., F. Ferrandi, "Synthesis of complex control structures from behavioral SystemC models", Designers' Forum, DATE03.
11. Ramacher, U., Ulrich Rückert, VLSI Design of Neural Networks, Kluwer Academic Publishers, The Netherlands, 1991.
12. MIT/BIH database distributor, Beth Israel Hospital, Biomedical Engineering, Division, available in the address: http://ecg.mit.edu/, USA, 1979.
13. Ossoinig, H., E. Reisinger, C. Steger, R. Weiss, "Design and FPGA-Implementation of a Neural Network", available in the address: www.icspat.com/papers/493mfi.pdf
14. Synopsys, Inc. CoCentric Fixed-Point Designer User Guide, version 2002.05 edition, June 2002.