Few studies have tested the correlation between traditional declarative memory scores and functional brain imaging measures of memory. We examined the predictable capabilities of magnetoencephalography-derived measures, scanned during a high-load encoding-memory task, in the immediate (LM-1) and delayed (LM-2) recall from the Wechsler memory scale. The number of activity sources on the left frontal pole (between 300 and 600 ms) predicted scores in LM-1 and LM-2. Collapsing the activity in the left frontal pole and the orbitofrontal cortex increased the goodness of the solution for the LM-2 scores. The fact that rostral-frontal measures achieved significant values highlights the importance of executive processes, such as the implementation of memory strategies and top-down control mechanisms, in the performance of high-load memory tasks.