Property of Convolution

  • Linear & Shift invariant

  • Commutative: f g = g f

  • Associative: (f g) h = f (g h)

  • Identity: unit impulse e = [..., 0, 0, 1, 0, 0, …]. f * e = f

  • Differentiation: a(fg)/ax = af g /ax

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