Not gonna work...your motherboard is socket FM1, and the CPU is socket AM3. The components doesn't fit. You'll need either an AM3 or AM3+ motherboard (Backwards compatible). I would recommend using an AM3+ because it is much more upgrade able.
This MoBo will fit the bill: http://www.newegg.com/Product/Product.aspx?Item=N82E168...
I would not recommend getting AM3 Motherboards, I would recommend you get AM3+ because it allows you to upgrade to a Bulldozer CPU in the future. Even if you're like "I'm never going to upgrade to bulldozer" I would still get it, you never know when you might change your mind...It's cheaper in the long run if you buy an AM3+ now than buying one later.
EDIT: Also, the AM3 motherboard you chose doesn't say it supports DDR3 1600 Mhz RAM, might want to check that out first.