Preheat oven to 350°.
To prepare cake, coat a 9-inch round cake pan with cooking spray. Place 3/4 cup granulated sugar and next 4 ingredients (3/4 cup granulated sugar through eggs) in a large bowl; beat at medium speed 2 minutes. Stir in matzo cake meal and next 5 ingredients (matzo cake meal through 1/4 teaspoon cinnamon), beating until well blended. Pour into prepared pan; bake at 350° for 35 minutes or until cake springs back when lightly touched. Cool completely.
To prepare syrup, combine 2/3 cup granulated sugar and remaining ingredients in a heavy saucepan; bring to a boil. Reduce heat, and simmer 25 minutes or until slightly thick, stirring occasionally. Cool completely. Pierce top of cake several times with a fork; pour syrup over cake. Cover and chill.