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Study the paper

Deep Residual Learning for Image Recognition

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Mathematical Formulation of ResNets

Projection Shortcut Connection: step by step

Interactive study view

Projection Shortcut Connection: step by step

Illustrative teaching data

Follow the existing bounded walkthrough in its intended sequence.

Step 1 of 5

  1. Step 1

    Define input vector x of size 2.

  2. Step 2

    Define residual output F(x) of size 3.

  3. Step 3

    Define projection matrix W_s of size 3x2.

  4. Step 4

    Compute W_s * x.

  5. Step 5

    Add F(x) to the projected vector to obtain y.