THE APPLICATION OF SUPRATHRESHOLD STOCHASTIC RESONANCE TO COCHLEAR IMPLANT CODING

N. Stocks, D. Allingham, R. Morse
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引用次数: 20

Abstract

In this paper we explore the possibility of using a recently discovered form of stochastic resonance - termed suprathreshold stochastic resonance - to improve speech comprehension in patients fitted with cochlear implants. A leaky-integrate-and-fire (LIF) neurone is used to model cochlear nerve activity when subject to electrical stimulation. This model, in principle, captures key aspects of temporal coding in analogue cochlear implants. Estimates for the information transmitted by a population of nerve fibres is obtained as a function of internal (neuronal) noise level. We conclude that SSR does indeed provide a possible mechanism by which information transmission along the cochlear nerve can be improved - and thus may well lead to improved speech comprehension.
阈上随机共振在人工耳蜗编码中的应用
在本文中,我们探讨了使用一种最近发现的随机共振形式的可能性-称为阈上随机共振-以提高患者的语音理解安装了人工耳蜗。一个泄漏-整合-点火(LIF)神经元被用来模拟受到电刺激时耳蜗神经的活动。这个模型,原则上,捕获模拟人工耳蜗植入的时间编码的关键方面。对一群神经纤维传递的信息的估计是作为内部(神经元)噪声水平的函数得到的。我们的结论是,SSR确实提供了一种可能的机制,通过这种机制,沿着耳蜗神经的信息传递可以得到改善,从而很可能导致语言理解能力的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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