Abstract:Analog implementation of Oscillatory Neural Networks (ONNs) has the potential to implement fast and ultralow-power computing capabilities. One of the drawbacks of analog implementation is component mismatches which cause desynchronization and instability in ONNs. Emerging devices like memristors and VO 2 are particularly prone to variations.In this paper, we study the effect of component mismatches on the performance of differential ONNs (DONNs). Mismatches were considered in two main blocks: differential osci… Show more
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