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• W2565820105 abstract "Spiking sensors such as the silicon retina and cochlea encode analog signals into massively parallel asynchronous spike train output where the information is contained in the precise spike timing. The variation of the spike timing that arises from spike transmission degrades signal encoding quality. Using the signal-to-distortion ratio (SDR) metric with nonlinear spike train decoding based on frame theory, two particular sources of delay variation including comparison delay $T_{mathbf {DC}}$ and queueing delay $T_{mathbf {DQ}}$ are evaluated on two encoding mechanisms which have been used for implementations of silicon array spiking sensors: asynchronous delta modulation and self-timed reset. As specific examples, $T_{mathbf {DC}}$ is obtained from a 2T current-mode comparator, and $T_{mathbf {DQ}}$ is obtained from an M/D/1 queue for 1-D sensors like the silicon cochlea and an $text {M}^{mathrm {mathbf {X}}}$ /D/1 queue for 2-D sensors like the silicon retina. Quantitative relations between the SDR and the circuit and system parameters of spiking sensors are established. The analysis method presented in this work will be useful for future specifications-guided designs of spiking sensors." @default.
• W2565820105 created "2017-01-06" @default.
• W2565820105 creator A5051651857 @default.
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• W2565820105 date "2017-01-01" @default.
• W2565820105 modified "2023-10-03" @default.
• W2565820105 title "Analysis of Encoding Degradation in Spiking Sensors Due to Spike Delay Variation" @default.
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• W2565820105 doi "https://doi.org/10.1109/tcsi.2016.2613503" @default.
• W2565820105 hasPublicationYear "2017" @default.
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