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如果一个多层网络用来训练不同的子任务,通常会有强烈的干扰效应,这会导致学习过程变慢和泛化能力差。这种干扰效应的原因在于,当网络试图同时学习多个子任务时,不同任务的学习过程可能会相互干扰。例如,学习一个子任务时对权重的调整可能会影响其
如果一个多层网络用来训练不同的子任务,通常会有强烈的干扰效应,这会导致学习过程变慢和泛化能力差。这种干扰效应的原因在于,当网络试图同时学习多个子任务时,不同任务的学习过程可能会相互干扰。例如,学习一个子任务时对权重的调整可能会影响其
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