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To make the cake:
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1) Preheat the oven to 350u00b0. Butter a 13x9-inch glass baking dish and line the bottom with parchment paper.
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2) In the bowl of a stand mixer or using a hand beater, cream the butter until soft and light. Gradually add the maple syrup and beat on medium speed for 5 minutes more, or until very light. The butter and maple syrup may separate slightly.
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3) Beat in the eggs, one at a time, beating well after each addition. Scrape the bowl and beaters occasionally. Beat in the vanilla.
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4) In a medium bowl, whisk together the flour, baking powder, baking soda, and salt. Add to the butter mixture along with the milk and bananas. Beat on low speed just until combined.
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5) Scrape the batter into the prepare pan and bake for approximately 35 minutes, or until the cake is well risen and a toothpick inserted in the center comes out clean. Cool in the pan for 10 minutes, then transfer to a cooling rack, removing the paper, and allow to cool completely.
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To make the frosting:
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1) In a medium bowl, beat the cream cheese until smooth. Add the butter, maple syrup, and vanilla and beat until smooth.
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2) Store in the refrigerator until serving. If the frosting becomes too hard, let it sit a room temperature until it's spreadable.
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To serve the cake:
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Cut the cake into desired sized pieces. Spread with frosting. Garnish with toasted pecans. Serve immediately.