将软max纳入用于正常和电听的心理物理检测模型
Savine S M Martens1, Jeroen J Briaire1, Johan H M Frijns1,2
1Department of Otorhinolaryngology of Leiden University Medical Center, Leiden, , the Netherlands.
MethodsX
|February 16, 2026
概括
这项研究通过整合软max函数来增强听觉检测模型,改善心理测量曲线斜率控制,以便更好地建模正常和电听.
科学领域:
- 听觉神经科学 听觉神经科学
- 计算审计建模计算审计建模
背景情况:
- 对心理物理听觉检测的准确建模具有挑战性.
- 现有的模型很难准确地调整心理测量曲线的斜率.
研究的目的:
- 通过整合软max功能来增强Hamacher的听觉检测模型.
- 改进对听觉模型中心理测量曲线斜率的控制.
主要方法:
- 计算机模拟用于正常和电听.
- 改进后的模型被应用于面罩探头和振幅调制检测任务.
主要成果:
- 改进后的模型准确地预测了正常听力表现.
- 与原始模型相比,电听模型实现了较低的心理测量曲线异位.
结论:
- 软max功能为听觉心理物理数据建模提供了一个灵活的工具.
- 这种方法有可能用于评估耳植入器语音编码策略.
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