Efficient time-domain simulation of nonlinear, state-space, transmission-line models of the cochlea (L)
Nonlinear models of the cochlea are best implemented in the time domain, but their computational demands usually limit the duration of the simulations that can reasonably be performed. This letter presents a modified state space method and its application to an example nonlinear one-dimensional tran...
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| Veröffentlicht in: | The Journal of the Acoustical Society of America 2015-06, Vol.137 (6), p.3559-3562 |
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| container_issue | 6 |
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| container_title | The Journal of the Acoustical Society of America |
| container_volume | 137 |
| creator | Pan, Shuokai Elliott, Stephen J Teal, Paul D Lineton, Ben |
| description | Nonlinear models of the cochlea are best implemented in the time domain, but their computational demands usually limit the duration of the simulations that can reasonably be performed. This letter presents a modified state space method and its application to an example nonlinear one-dimensional transmission-line cochlear model. The sparsity pattern of the individual matrices for this alternative formulation allows the use of significantly faster numerical algorithms. Combined with a more efficient implementation of the saturating nonlinearity, the computational speed of this modified state space method is more than 40 times faster than that of the original formulation. |
| doi_str_mv | 10.1121/1.4921550 |
| format | Article |
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| source | MEDLINE; AIP Journals Complete; Alma/SFX Local Collection; AIP Acoustical Society of America |
| subjects | Algorithms Cochlea - anatomy & histology Cochlea - physiology Computer Simulation Humans Mechanotransduction, Cellular Models, Biological Motion Nonlinear Dynamics Numerical Analysis, Computer-Assisted Pressure Sound Time Factors |
| title | Efficient time-domain simulation of nonlinear, state-space, transmission-line models of the cochlea (L) |
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