Supervised learning

Question 1

Backpropagation explanation

Answer 1

Question 2

Now, imagine that this 4×4×2 volume gets fed into a subsequent layer with 3 filters, each of shape 2×3×2. What will be the shape of the resulting output volume?

Answer 2

3×2×3

suppose you have an n₁×n₂×3 image and you f₁×f₂×3 and 3 filters with stride s, then the formula is (n₁-f₁)/s +1 × (n₂-f₂ )/s+1 × #amount of filters