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The Inventors introduce value-deviation-bounded serial (VDBS) encoding that significantly reduces signal transitions between bits of a single serialized word, trading power efficiency for data accuracy. This tradeoff is worthwhile when the data are from signal sources such as sensors and destined for consumption by signal processing algorithms that are error tolerant. This technology can be used to develop wearable, embedded and mobile processing platforms.