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Open AccessJournal ArticleDOI

Independent coding of movement direction and reward prediction by single pallidal neurons.

TLDR
The effects of movement-direction and reward probability on neural activity are linearly summed and thus reflect two independent modulations of pallidal activity, and it is proposed that GPe neurons are uniquely suited for independent processing of a multitude of parameters.
Abstract
Associating action with its reward value is a basic ability needed by adaptive organisms and requires the convergence of limbic, motor, and associative information. To chart the basal ganglia (BG) involvement in this association, we recorded the activity of 61 well isolated neurons in the external segment of the globus pallidus (GPe) of two monkeys performing a probabilistic visuomotor task. Our results indicate that most (96%) neurons responded to multiple phases of the task. The activity of many (34%) pallidal neurons was modulated solely by direction of movement, and the activity of only a few (3%) pallidal neurons was modulated exclusively by reward prediction. However, the activity of a large number (41%) of single pallidal neurons was comodulated by both expected trial outcome and direction of arm movement. The information carried by the neuronal activity of single pallidal neurons dynamically changed as the trial progressed. The activity was predominantly modulated by both outcome prediction and future movement direction at the beginning of trials and became modulated mainly by movement-direction toward the end of trials. GPe neurons can either increase or decrease their discharge rate in response to predicted future reward. The effects of movement-direction and reward probability on neural activity are linearly summed and thus reflect two independent modulations of pallidal activity. We propose that GPe neurons are uniquely suited for independent processing of a multitude of parameters. This is enabled by the funnel-structure characteristic of the BG architecture, as well as by the anatomical and physiological properties of GPe neurons.

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Behavioral Theories and the Neurophysiology of Reward

TL;DR: The scientific investigation of behavioral processes by animal learning theory and economic utility theory has produced a theoretical framework that can help to elucidate the neural correlates for reward functions in learning, goal-directed approach behavior, and decision making under uncertainty.
Journal ArticleDOI

Representation of action-specific reward values in the striatum.

TL;DR: Representation of action values in the striatum is suggested, which can guide action selection in the basal ganglia circuit in monkeys who chose between left and right handle turns.
Journal ArticleDOI

The basal ganglia: learning new tricks and loving it.

TL;DR: A remarkable series of new findings support the view that the basal ganglia are essential for some forms of learning-related plasticity and suggest that they are parts of a brain-wide set of adaptive neural systems promoting optimal motor and cognitive control.
Journal ArticleDOI

Action and Outcome Encoding in the Primate Caudate Nucleus

TL;DR: Striatal neurons active primarily after a movement appear to be segregated into two distinct groups that provide complimentary information about the outcomes of actions.
References
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Journal ArticleDOI

Parallel Organization of Functionally Segregated Circuits Linking Basal Ganglia and Cortex

TL;DR: The basal ganglia serve primarily to integrate diverse inputs from the entire cerebral cortex and to "funnel" these influences, via the ventrolateral thalamus, to the motor cortex.
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The functional anatomy of basal ganglia disorders.

TL;DR: A model in which specific types of basal ganglia disorders are associated with changes in the function of subpopulations of striatal projection neurons is proposed, which suggests that the activity of sub Populations of Striatal projections neurons is differentially regulated by striatal afferents and that different striatal projections may mediate different aspects of motor control.
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Functional architecture of basal ganglia circuits: neural substrates of parallel processing

TL;DR: Recent evidence indicating that a parallel functional architecture may also be characteristic of the organization within each individual circuit is discussed, which represents a significant departure from earlier concepts of basal ganglia organization.
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Primate models of movement disorders of basal ganglia origin

TL;DR: This paper describes the changes in neuronal activity in the motor circuit in animal models of hypo- and hyperkinetic disorders and postulates specific disturbances within the basal ganglia-thalamocortical 'motor' circuit.
Journal ArticleDOI

Discrete coding of reward probability and uncertainty by dopamine neurons.

TL;DR: Using distinct stimuli to indicate the probability of reward, it was found that the phasic activation of dopamine neurons varied monotonically across the full range of probabilities, supporting past claims that this response codes the discrepancy between predicted and actual reward.
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What part of brain has the most neurons?

Our results indicate that most (96%) neurons responded to multiple phases of the task.