Prefrontal Cortex Activity Related to Abstract Response Strategies

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Prefrontal Cortex Activity Related to Abstract Response Strategies Aldo Genovesio, Peter J. Brasted, Andrew R. Mitz, Steven P. Wise  Neuron  Volume 47, Issue 2, Pages 307-320 (July 2005) DOI: 10.1016/j.neuron.2005.06.006 Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 1 Task Design and Recording Locations (A) Sequence of task events. Gray rectangles represent the video screen, white squares show the three potential response targets (not to scale), the white dot illustrates the fixation point, and the converging dashed lines indicate gaze angle. Disappearance of the instruction stimulus was the trigger stimulus, after which the monkeys made a saccade (solid arrow) and maintained fixation at the chosen target. The target squares then filled with white, and reinforcement (dotted arrow) was delivered, when appropriate. (B) Penetration sites. Composite from both monkeys, relative to sulcal landmarks. (C) Strategy task. Responses shown by the thick arrows in the middle column represent correct applications of the repeat-stay (pink background) or change-shift (blue background) strategies. + indicates a rewarded response; − an unrewarded response. If unrewarded, the monkeys then got a second chance to respond and received reinforcement for choosing the saccade made least recently (right). (D) Example sequence for the strategy task. The red circle and slash indicates a disallowed response CSh, change shift; RSt, repeat stay. Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 2 Performance Curves (A and B) Strategy task. (C and D) Mapping task. (A and C) Monkey 1. (B and D) Monkey 2. The percentage of correct responses, averaged over ∼130 problem sets, as a function of trial number. Blue curves show performance on repeat trials. Green curves show percentage of rewarded saccades, change trials only. Background shading indicates 95% confidence limits. Red curves show percentage of saccades that were chosen according to the change-shift strategy, change trials only. Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 3 Strategy Effects Example neuronal activity from two neurons: (A) from the rostral part of PFdm, (B) from PFdl. The saccade directions are shown by the arrows. The squares on each line of the raster show the time that the trigger stimulus occurred; each dot corresponds to the time of a neuronal action potential. The background shading identifies the task periods. The cell in (A) had much greater activity for repeat trials (black) than for change trials (red) in the IS1 period, regardless of stimulus or saccade direction. The cell in (B) had the opposite preference and also showed some preference for responses to the left. Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 4 Cell Showing that the Strategy Effect Does Not Simply Reflect Detection of Whether the IS Repeats from Trial to Trial Format as in Figure 3. (A) Change trials. (B) Repeat trials. Note selectivity for change trials, but only for upward (top row) and (to a lesser extent) leftward responses (middle row). Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 5 ROC Plots Colors show the area under the ROC curve for each individual cell, ranked according to the time at which this signal develops after stimulus onset. (A) All neurons in monkey 2. (B) Neurons with an ROC value >0.6 for four consecutive bins and a preference for the repeat-stay strategy. (C) As in (B), but with a preference for the change-shift strategy. (D and E) Data from (C) and (B), respectively, with a color scale approximating that used by Wallis and Miller (2003b). (F and G) ROC plots from monkey 1 in the format of (D) and (E). Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 6 Cell Preferring the Change-Shift Strategy and Lacking a Major Influence of Reward Prediction From PFdl. (A) Standard version of the strategy task, with correct change-shift choices rewarded at a 50% rate. (B) High-reward version of the task, using the same stimulus set, with correct change-shift choices rewarded at a 90% rate to more closely match the reward rate for repeat trials. (C) Comparison of the strategy score and the reward-prediction score. Percent of cells with activity better matching reward probability (blue) or strategy (magenta). CSh, change-shift; IS1, early instruction-stimulus period; IS2, late instruction-stimulus period; rew, reward; RMT, reaction and movement-time period. Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions

Figure 7 Cell Preferring the Mapping Task This neuron was located in PFdm (see Figure 1B). (A), (B), and (C) each show neuronal activity relative to the onset of the instruction stimulus. Neuronal activity averages: red for the mapping task, black for the strategy task. (D) Three ISs, with arrows indicating the correct action for each. (E) Percent of cells by task period showing a task effect, for each monkey. rew, reward. Neuron 2005 47, 307-320DOI: (10.1016/j.neuron.2005.06.006) Copyright © 2005 Elsevier Inc. Terms and Conditions