SAMPLE DELAY CHOICE

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A B SAMPLE DELAY CHOICE A B A B 1st Reversal 2nd Reversal etc… . 0 500 1500 Trial Time (ms) Conditional Visuomotor Learning Task W.F., Rainer, G. and Miller, E.K. (1998) Neuron , 21:1399-1407.

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Conditional Visuomotor Learning Task. SAMPLE DELAY CHOICE. 1st Reversal. 2nd Reversal. A. A. A. B. B. B. etc…. Trial Time (ms). 0. 500. 1500. Asaad, W.F., Rainer, G. and Miller, E.K. (1998) Neuron , 21:1399-1407. Object and Direction selective PF neuron. - PowerPoint PPT Presentation

Transcript of SAMPLE DELAY CHOICE

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A

B

SAMPLE DELAY CHOICE

A

B

A

B

1st Reversal 2nd Reversal

etc….0 500 1500

Trial Time (ms)

Conditional Visuomotor Learning Task

Asaad, W.F., Rainer, G. and Miller, E.K. (1998) Neuron, 21:1399-1407.

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Time (ms)0 200 400 600 800 1000 1200 1400

Spikes per second

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SAMPLE DELAY

30

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50 B - go right

A - go rightA - go left

B - go left

Object and Direction selective PF neuron(nonlinear interaction)

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RightLeft RightLeft RightLeft

Movement Direction Stimulus Mapping

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Prefrontal cortex :

May mediate learning of arbitrary associations. Many PF neuronscoded both an object and a currently-associated directional response.

During learning, information about the cue object and the action itinstructed gradually merged together in PF activity.

This may reflect the role of the PF cortex in acquiring and representingbehavior-guiding rules, a function crucial for intelligent, adaptivebehavior.

Asaad, W.F., Rainer, G. and Miller, E.K. (1998) Neuron, 21:1399-1407.

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Match (bar release)

Nonmatch (bar release)

Match Rule(DMS)

Nonmatch rule(DNMS)

Sample Delay Test

We trained monkeys to switch between two abstract rules: “match” and “nonmatch”

Four samples were used.New objects every day.

Wallis, J.D., Anderson, K.C., and Miller, E.K. (2000) Soc. Neurosci. Abstr.

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+ reward

+ low tone

Lever release

Match

+ no reward

+ high toneLever release

Nonmatch

Condition Rule Example Trial

Sample Cue

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2D Graph 1

Time (milliseconds)500 1000 1500 2000

Firin

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z)

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NONMATCH - no rewardNONMATCH - high tone

MATCH - rewardMATCH - low tone

Sample Delay

A Prefrontal Neuron Tuned to the Match Rule

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2D Graph 1

Time (milliseconds)500 1000 1500 2000

Firin

g ra

te (H

z)

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NONMATCH - no rewardNONMATCH - high tone

MATCH - rewardMATCH - low tone

A Prefrontal Neuron Tuned to the Nonmatch Rule

Sample Delay

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The prefrontal cortex:

Selectively represents goal-relevant information (focal attention, recall).Synthesizes information from diverse sources to serve a common behavioral goal (sensory inputs, stored knowledge).Is plastic: it neural activity changes to meet behavioral demands.Knits together arbitrary associations between diverse, but behaviorally-related information.Conveys information about the behavioral context in which the animals are engaged and the rules used to guide behavior. This may reflect the role of the PF cortex in acquiring and representing the formal demands of behavior, rules or models of tasks that provide a foundation for complex, intelligent behavior.(Cohen and Servan-Schreiber, 1992; Passingham, 1993; Grafman, 1994;Wise et al., 1996; Dehaene et al., 1998; Miller, 1999, Miller, 2000, Miller and Cohen, 2001).

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Active Inactive

The PF cortex and cognitive control

Phone ringsAnswer

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The PF cortex and cognitive control

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The PF cortex and cognitive control

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At home

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The PF cortex and cognitive control

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PF cortex

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The PF cortex and cognitive control

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PF cortex

Reward signals(VTA neurons?)

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The PF cortex and cognitive control

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PF cortex

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Active Inactive

The PF cortex and cognitive control

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PF cortex

Reward signals(VTA neurons?)

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The PF cortex and cognitive control

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PF cortex

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The PF cortex and cognitive control

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PF cortex

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The PF cortex and cognitive control

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PF cortex

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The PF cortex and cognitive control

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PF cortex

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Active Inactive

The PF cortex and cognitive control

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PF cortex

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Active Inactive

The PF cortex and cognitive control

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PF cortex

At home

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PF cortex

Its integrative anatomy allows it to rapidly acquire a “map” that specifies which pattern of “tracks” (neural pathways) are needed to solve a given task.

The prefrontal cortex may be like a switch operator in a system of railroad tracks:

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PF cortex

Its integrative anatomy allows it to rapidly acquire a “map” that specifies which pattern of “tracks” (neural pathways) are needed to solve a given task.

The PF cortex actively maintains this pattern during task performance, allowing feedback signals to bias the flow of activity in other brain areas along those tracks.

The prefrontal cortex may be like a switch operator in a system of railroad tracks:

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PF cortex

Its integrative anatomy allows it to rapidly acquire a “map” that specifies which pattern of “tracks” (neural pathways) are needed to solve a given task.

The PF cortex actively maintains this pattern during task performance, allowing feedback signals to bias the flow of activity in other brain areas along those tracks.

The prefrontal cortex may be like a switch operator in a system of railroad tracks:

Attention, retrieval, representation ofrules and goals, response selection, inhibitory control, etc. can be explained by PF bias signals actingon different brain structures.