Reconstruction of audio waveforms from spike trains of artificial cochlea models

Anja T. Zai, Saurabh Bhargava, Nima Mesgarani & Shih-Chii Liu
Spiking cochlea models describe the analog processing and spike generation process within the biological cochlea. Reconstructing the audio input from the artificial cochlea spikes is therefore useful for understanding the fidelity of the information preserved in the spikes. The reconstruction process is challenging particularly for spikes from the mixed signal (analog/digital) integrated circuit (IC) cochleas because of multiple non-linearities in the model and the additional variance caused by random transistor mismatch. This work proposes an...
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