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The Reward Factor in the Control of Action: A Neurophysiological Theory Johan Lauwereyns Victoria University of Wellington, New Zealand
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How does the brain incorporate reward value in the control of action?
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Studied in monkeys using saccadic eye movement tasks with asymmetrical reward schedule
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Biased Saccade Task (BST)
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Target position = unpredictable
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Biased Saccade Task (BST) Reward association = known
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Biased Saccade Task (BST)
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No escape!
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Biased Saccade Task (BST)
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Saccade-related brain areas (macaque monkey) FEF: frontal eye field SEF: supplementary eye field LIP: area LIP of parietal cortex CD: caudate nucleus SNr: substantia nigra pars reticulata SC: superior colliculus Clbm: cerebellum SG: brainstem saccade generators
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DA neuron responds to Reward & Reward Predictor
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Signal Noise Neuronal activity Noise Signal +
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Improved discrimination
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Improved discrimination: Synergistic, multiplicative Sensory properties Non-linearly enhanced by reward Response = Input * Reward Gain Prefrontal cortex, parietal cortex Superior colliculus
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General increase
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General increase: Prospective, additive Bias in anticipatory activity Linearly enhances sensory activity Response = Input + Reward Bias Prefrontal cortex, basal ganglia Superior colliculus
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Improved discrimination & General increase
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Combination of both mechanisms Seen in all areas Loops between FC, BG and SC But most common in Superior Colliculus Response = (Input * Reward Gain) + Reward Bias On toward the oculomotor plant
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Dopamine
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Excitation
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Dopamine Excitation Disinhibition
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Synergistic, multiplicative Dopamine Excitation Disinhibition
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Prospective, additive Synergistic, multiplicative Dopamine Excitation Disinhibition
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