PREDICTING THE FUTURE: A CONNECTIONIST APPROACH

作者: Andreas S. Weigend , Bernardo A. Huberman , David E. Rumelhart

DOI: 10.1142/S0129065790000102

关键词: Nonlinear systemSeries (mathematics)Radial basis functionComputer scienceTerm (time)OverfittingArtificial intelligenceMachine learningSigmoid functionChaoticBenchmark (computing)

摘要: … time series of limited record length. Two examples are analyzed: the benchmark sunspot series and chaotic data … serious for short records of noisy data, is addressed both by using the …

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