All actions by the brain are achieved by neurons firing. This means through all its inputs it received sufficient impulses to give off an impulse itself.
When you draw a blank, at least one neuron on the path does not fire. Those neurons often change their wiring. So perhaps a signal got diluted.
By reading up the name, you retrain those neurons and if the wiring is stable enough, the next time you remember the name.
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