Long-term-potentiation and memory. Where do we stand?

Currently we understand that long-term potentiation, also called LTP, and memory are deeply interconnected. We know that memory is based on a neurochemical basis and that long-term-potentiation is one of the proposed and possible mechanisms that explain how memory works.