Mix together olive oil, cilantro and walnuts. Salt to taste. Spread evenly over pizza base to within 2 cm of edge. Arrange sliced capsicum and onions and walnut halves evenly over the pizza. Brush edge lightly with additional oil.
Bake for 8 to 10 minutes, or until pizza base is golden brown.