1) In a food processor add pineapple and bananas.
2) Puree the mixture.
3) Transfer into a large bowl.
4) Add yogurt and maple syrup. Mix thoroughly.
5) Pour it into a shallow bowl and freeze the mixture.
6) For first 2 hours stir or beat the mixture every 15 to 20 minutes.
7) Let the mixture set until firm.