TY - JOUR
T1 - Changes in reward contingency modulate the trial-to-trial variability of hippocampal place cells
AU - Wikenheiser, Andrew M.
AU - Redish, A. David
PY - 2011/8
Y1 - 2011/8
N2 - Pyramidal cells in the rodent hippocampus often exhibit clear spatial tuning. Theories of hippocampal function suggest that these "place cells" implement multiple, independent neural representations of position (maps), based on different reference frames or environmental features. Consistent with the "multiple maps" theory, previous studies have shown that manipulating spatial factors related to task performance modulates the within-session variability (overdispersion) of cells in the hippocampus. However, the influence of changes in reward contingency on overdispersion has not been examined. To test this, we first trained rats to collect food from three feeders positioned around a circular track (task 1). When subjects were proficient, the reward contingency was altered such that every other feeder delivered food (task 2). We recorded ensembles of hippocampal neurons as rats performed both tasks. Place cell overdispersion was high during task 1 but decreased significantly during task 2, and this increased reliability could not be accounted for by changes in running speed or familiarity with the task. Intuitively, decreased variability might be expected to improve neural representations of position. To test this, we used Bayesian decoding of hippocampal spike trains to estimate subjects' location. Neither the amount of probability decoded to subjects' position (local probability) nor the difference between estimated position and true location (decoding accuracy) differed between tasks. However, we found that hippocampal ensembles were significantly more self-consistent during task 2 performance. These results suggest that changes in task demands can affect the firing statistics of hippocampal neurons, leading to changes in the properties of decoded neural representations.
AB - Pyramidal cells in the rodent hippocampus often exhibit clear spatial tuning. Theories of hippocampal function suggest that these "place cells" implement multiple, independent neural representations of position (maps), based on different reference frames or environmental features. Consistent with the "multiple maps" theory, previous studies have shown that manipulating spatial factors related to task performance modulates the within-session variability (overdispersion) of cells in the hippocampus. However, the influence of changes in reward contingency on overdispersion has not been examined. To test this, we first trained rats to collect food from three feeders positioned around a circular track (task 1). When subjects were proficient, the reward contingency was altered such that every other feeder delivered food (task 2). We recorded ensembles of hippocampal neurons as rats performed both tasks. Place cell overdispersion was high during task 1 but decreased significantly during task 2, and this increased reliability could not be accounted for by changes in running speed or familiarity with the task. Intuitively, decreased variability might be expected to improve neural representations of position. To test this, we used Bayesian decoding of hippocampal spike trains to estimate subjects' location. Neither the amount of probability decoded to subjects' position (local probability) nor the difference between estimated position and true location (decoding accuracy) differed between tasks. However, we found that hippocampal ensembles were significantly more self-consistent during task 2 performance. These results suggest that changes in task demands can affect the firing statistics of hippocampal neurons, leading to changes in the properties of decoded neural representations.
KW - Decoding
KW - Hippocampus
KW - Multiple maps
KW - Overdispersion
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U2 - 10.1152/jn.00091.2011
DO - 10.1152/jn.00091.2011
M3 - Article
C2 - 21593397
AN - SCOPUS:80051490591
SN - 0022-3077
VL - 106
SP - 589
EP - 598
JO - Journal of neurophysiology
JF - Journal of neurophysiology
IS - 2
ER -