Name
Title | ||
|---|---|---|
FPGA implementation of a general purpose HMM processor based on token passing algorithm |
Abstract | ||
|---|---|---|
In this paper, the FPGA implementation of a general purpose hidden Markov model (HMM) processing unit is illustrated. The HMM is based on the token passing algorithm, resulting in a simplified hardware topology, since a typical HMM based system can be seen as a number of HMM processors working in parallel. Each HMM processor has been designed as a parametric unit, reusable in a number of applications (speech recognition, protein structure prediction, control systems, etc). A VHDL RTL model has been developed and results obtained for the implementation on a Xilinx VirtexII FPGA are discussed. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1109/ECCTD.2005.1522966 | Circuit Theory and Design, 2005. Proceedings of the 2005 European Conference |
Keywords | DocType | Volume |
field programmable gate arrays,hardware description languages,hidden markov models,microprocessor chips,parallel architectures,protocols,vhdl rtl model,xilinx virtexii fpga system,general purpose hmm processor,general purpose hidden markov model processing unit,parallel processing,simple hardware topology,token passing algorithm,speech recognition,control system,protein structure prediction,hidden markov model | Conference | 1 |
ISBN | Citations | PageRank |
0-7803-9066-0 | 1 | 0.36 |
References | Authors | |
2 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| d bianchi | 1 | 1 | 0.36 |
| Gian-Carlo Cardarilli | 2 | 57 | 14.97 |
| Del Re, A. | 3 | 7 | 1.37 |
| a malatesta | 4 | 1 | 0.36 |
| Marco Re | 5 | 194 | 35.03 |