Name
Abstract | ||
|---|---|---|
This work presents the whole System-on-Silicon design flow using SystemC system specification language. In this study, SystemC is used to design a multilayer perceptron neural network, which is applied to an electrocardiogram pattern recognition system. The objective of this work is to exemplify the synthesis of RTL- and behavioral integrated systems. To achievethis, a preprocessing methodology was used to optimize the three main constraints of hardware neural network (HNN) design: accuracy, space and processing speed. This allows a complex HNN to be implemented on a single Field Programmable Gate Array (FPGA). Thehigh level SystemC synthesis allows the straightforward translation of system level into hardware level, avoiding the error prone and the time consuming translation into another hardware description language. |
Year | DOI | Venue |
|---|---|---|
2004 | 10.1109/DATE.2004.1269239 | DATE |
Keywords | Field | DocType |
behavioral integrated system,system level,case study,digital neural networks,systemc design,thehigh level systemc synthesis,hardware level,complex hnn,electrocardiogram pattern recognition system,hardware description language,whole system-on-silicon design flow,hardware neural network,systemc system specification language,field programmable gate arrays,design flow,pattern recognition,multilayer perceptron,hardware description languages,embedded system,high level synthesis,neural network,field programmable gate array,system on chip,specification language,integrable system,embedded systems | System on a chip,Computer science,High-level synthesis,Field-programmable gate array,Design flow,SystemC,Real-time computing,Artificial neural network,System requirements specification,Embedded system,Hardware description language | Conference |
ISBN | Citations | PageRank |
0-7695-2085-5 | 4 | 1.39 |
References | Authors | |
4 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Djones Lettnin | 1 | 39 | 7.68 |
| Axel Braun | 2 | 15 | 2.85 |
| Martin Bodgan | 3 | 4 | 1.39 |
| Joachim Gerlach | 4 | 4 | 1.39 |
| Wolfgang Rosenstiel | 5 | 1462 | 212.32 |