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This paper explores some new solutions to the problem of high-speed data reconstruction in real time. Two types of nonresetting data reconstructors are developed. Both types are simpler than the classical extrapolative hold circuits and when optimized give better performance. The optimization procedure is given and results of simulation studies are included.