Skip Connection

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• $x_i=F(x_{i-1})+x_{i-1}$
• Effect Of Depth
• Previous layer gradient carried to next module untouched → loss surface is smoother
• Transfer architecture to prevent Vanishingexploding gradients
• Learns the difference (residual) $F(x)=H(x)-x$