@realjosh no one can say for sure if excessive usage of the brain can lead to memory loss but age do play a very important factor.
As we grow old, our brain including the hippocampus begins to shrink in size causing us to have less n less synapses.
What one can do is to slow down the memory loss process as we age. Maybe I'll touch on this in another article!