Verified75% confidenceFactExact time
Residual connections originated from ResNet proposed by Microsoft in 2015, and alleviate the vanishing gradient problem in deep networks by adding the input directly to the output, skipping intermediate layers.
5
Sources
75%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
UnverifiedIn 2015, ResNet extended networks to 152 layers and beyond through residual connections, which allow the network to learn residual mappings F(x) = H(x) - x.77% similarUnverified残差连接（ResNet）于2015年引入，与BatchNorm和ReLU等激活函数一起有效缓解了梯度消失问题76% similarUnverifiedResNet残差连接于2015年被提出74% similarUnverified残差连接（Residual Connection）由何恺明等人在2015年的ResNet论文中提出，用于解决深层网络中的信息损失问题67% similarUnverifiedResidual connections allow information to bypass certain network layers and be transmitted directly, used to address information loss in deep networks.66% similar
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