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Porr, B.

Publications and source records attributed to Porr, B..

2 recordsLinked to original sources

The limbic circuit for response vigour

Motivation can be defined as the amount of energy an animal puts into actions to achieve goals. This not a static property but can be learned. Recently, abstract models have been developed for this kind of learning which propose that tonic dopamine is responsible to energise behaviour. However the underlying circuitry is still not understood and it is still unclear how tonic dopamine acts on the motor system to energise behaviour. In this paper we present a limbic system model of response invigoration which is based on neurophysiological data and anatomical connections. We argue that the indirect pathway from NAcc core D2 neurons via the ventral pallidum to the SNr conveys response vigour, while the direct pathway from NAcc core D1 neurons is responsible for action selection. Once this detailed anatomically mapped circuit has been established we then condense this realistic model into an abstract model which then shows that tonic DA acts in a multiplicative way on the motor output and thus is able to energise behaviour. We demonstrate the model with both a simulated and real robot experiment.

neuroscience

An investigation into serotonergic and environmental interventions against depression in a simulated delayed reward paradigm

The disruption of the serotonergic (5HT) system has been implicated in causing major depression and the standard view is that a lack of serotonin is to blame for the resulting symptoms. Consequently, pharmacological interventions aim to increase serotonin concentration in its target areas or stimulating excitatory 5HT receptors. A standard approach is to use serotonin reuptake inhibitors (SSRIs) which cause a higher accumulation of serotonin. Another approach is to stimulate excitatory serotonin receptors with psychedelic drugs. This paper compares these two approaches by first setting up a system level limbic system model of the relevant brain areas and then modelling a delayed reward paradigm which is known to be disrupted by a lack of 5HT. Central to our model is how serotonin changes the response characteristics of decision making neurons where low levels of 5HT allows small signals to pass through whereas high levels of 5HT create a barrier for smaller signals but amplifying larger ones. We show with both standard behavioural simulations and model checking that SSRIs perform significantly better against interventions with psychedelics. However, psychedelics might work better in other paradigms where a high level of exploration is beneficial to obtain rewards.

neuroscience