Abstract
We present a parallel algorithm that solves a time-domain non-linear mathematical model of the cochlea. The previously known serial solution of the cochlear model is recursive in the longitudinal dimension and iterative in the time dimension. These two characteristics of the serial solution limit parallelism and prevent efficient computations on a massively parallel processor. We introduce a novel parallel algorithm that successfully overcomes the challenges posed by the cochlear model. We present performance results of a parallel implementation of the algorithm that shortens the computation time by a typical factor of 160 - 180, which makes the proposed algorithm of practical value for applications such as clinical audiological diagnosis.
| Original language | English |
|---|---|
| Pages (from-to) | 682-691 |
| Number of pages | 10 |
| Journal | Procedia Computer Science |
| Volume | 18 |
| DOIs | |
| State | Published - 2013 |
| Event | 13th Annual International Conference on Computational Science, ICCS 2013 - Barcelona, Spain Duration: 5 Jun 2013 → 7 Jun 2013 |
Keywords
- Advanced computing architectures
- Complex systems
- Computational applications
- Computational methods
- GPU
- Parallel and distributed computing