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Design, fabrication evaluation of a biomimetic filter-bank architecture for low-power noise-robust cochlear implant processors

机译:设计,制造和评估仿生滤波器组架构,用于低功耗噪声稳健的人工耳蜗处理器

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摘要

This thesis presents a new bio-inspired filterbank-architecture termed “OZGF-with-LI” for the signal processing in cochlear implants (CIs), and its ultra-low-power analog very-large-scale-integration (VLSI) implementation. The OZGF-with-LI system provides a potential solution to the noise susceptibility of current CI users by simulating the lateral inhibition (LI)—a biological spectral-enhancement mechanism that may partly account for the high noise robustness of the human auditory system but is missing in current CIs—as a soft local “winner-take-all” link between different frequency regions in the input spectrum. It performs multi-channel syllabic compression via automatic gain control (AGC) while preserving well the spectral contrast and hence the original spectral features of the system input—an advantage over the compression scheme used in current CIs, which degrades spectral contrast and thus impairs the ability of CI users to pick out the spectral peaks (features) as the identity of various speech sounds embedded in noise. Two perceptual tests via acoustic simulation of CIs verified the benefits of the proposed system: the simulated LI provided a substantial benefit for listening to speech presented in noise. The proposed architecture was explicitly designed to be amenable to low-power analog VLSI implementations. This thesis reports such a silicon integrated-circuit (IC) prototype of the OZGF-with-LI system fabricated in the commercially available 0.35μm AMS CMOS process, with a power consumption of 28μW and an input dynamic range of 92dB. This system has potential for use in fully implantable CIs of the future, which have very stringent requirements on the power consumption for signal processing.
机译:本文提出了一种新型的生物启发式滤波器组架构,称为“ OZGF-with-LI”,用于耳蜗植入(CI)的信号处理,及其超低功耗模拟超大规模集成(VLSI)实现。带LI的OZGF系统通过模拟侧向抑制(LI)(一种生物频谱增强机制,可以部分解释人类听觉系统的高噪声鲁棒性),为当前CI用户的噪声敏感性提供了一种潜在的解决方案。当前CI中缺少的内容-作为输入频谱中不同频率区域之间的本地“赢家通吃”软链接。它通过自动增益控制(AGC)执行多通道音节压缩,同时很好地保留了光谱对比度,并因此保留了系统输入的原始光谱特征-优于当前CI中使用的压缩方案,这会降低光谱对比度,从而损害频谱质量。 CI用户具有识别频谱峰值(特征)的能力,以识别嵌入在噪声中的各种语音。通过CI的声学模拟进行的两项感知测试验证了所提出系统的优势:模拟的LI为聆听噪声中呈现的语音提供了实质性优势。所建议的体系结构经过明确设计,以适合低功耗模拟VLSI实现。本文报道了这种采用OZGF-LI系统的硅集成电路(IC)原型,该原型采用市售的0.35μmAMS CMOS工艺制造,功耗为28μW,输入动态范围为92dB。该系统有可能在未来的完全植入式CI中使用,这些CI对信号处理的功耗有非常严格的要求。

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    Yang Guang;

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  • 年度 2013
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