The brain's sensory processing systems are modified during perceptual learn
ing. To learn more about the spatial organization of learning-related modif
ications, we trained rats to utilize the sensory signal from a single intac
t whisker to carry out a behavioral task. Once a rat had mastered the task,
we clipped its "trained" whisker and attached a "prosthetic" one to a diff
erent whisker stub. We then tested the rat to determine how quickly it coul
d relearn the task by using the new whisker. We observed that rats were imm
ediately able to use the prosthetic whisker if it were attached to the stub
of the trained whisker but not if it were attached to a different stub. In
deed, the greater the distance between the trained and prosthetic whisker,
the more trials were needed to relearn the task. We hypothesized that this
"transfer" of learning between whiskers might depend on how much the repres
entations of individual whiskers overlap in primary somatosensory cortex. T
esting this hypothesis by using 100-electrode cortical recordings, we found
that the overlap between the cortical response patterns of two whiskers ac
counted well for the transfer of learning between them: The correlation bet
ween the electrophysiological and behavioral data was very high (r = 0.98),
These findings suggest that a topographically distributed memory trace for
sensory-perceptual learning may reside in primary sensory cortex.