DIMM (Dual Inline Memory Module) is a form factor for memory sticks. Basically, a DIMM is a memory stick with contacts on both sides of it. Most memory since the early '90s have been DIMM modules.
Your motherboard actually requires DDR3 SDRAM. Doing a search for SDRAM will bring up memory that hasn't been available new for at least a decade.