首页> 外文期刊>IEEE transactions on circuits and systems . I , Regular papers >CAR-Lite: A Multi-Rate Cochlear Model on FPGA for Spike-Based Sound Encoding
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CAR-Lite: A Multi-Rate Cochlear Model on FPGA for Spike-Based Sound Encoding

机译:CAR-LITE:用于基于峰值的FPGA的多速率耳蜗模型

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Filters in cochlear models use different coefficients to break sound into a 2-D time-frequency representation. On digital hardware with a single sampling rate, the number of bits required to represent these coefficients requires substantial computational resources such as memory storage. In this paper, we present a cochlear model operating at multiple sampling rates. As a result, fewer bits are required to represent filter coefficients on hardware as opposed to all the filters operating at a single sampling rate; with a 108-filter cochlear implementation, up to nine times fewer coefficients are needed. We present an implementation of this model in Matlab and on an Altera Cyclone V field-programmable gate array. We also demonstrate the capability of our model to encode sound at various intensity levels and with real-world signals.
机译:Cochlear模型中的过滤器使用不同的系数将声音分解为2-D时间频率表示。在具有单个采样率的数字硬件上,表示这些系数所需的比特数需要大量的计算资源,例如内存存储。在本文中,我们介绍了一种以多种采样率运行的耳蜗模型。结果,需要更少的比特来表示硬件上的滤波器系数,而不是以单个采样率运行的所有滤波器;通过108滤网耳蜗实现,需要较少的系数少9倍。我们在Matlab和Altera Cyclone V现场可编程门阵列中展示了该模型的实现。我们还展示了我们模型以各种强度水平编码声音和现实信号的能力。

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