Dopamine Induced Bistability Enhances Signal Processing in Spiny Neurons
Gruber, Aaron J., Solla, Sara A., Houk, James C.
–Neural Information Processing Systems
Single unit activity in the striatum of awake monkeys shows a marked dependence on the expected reward that a behavior will elicit. We present a computational model of spiny neurons, the principal neurons of the striatum, to assess the hypothesis that direct neuromodulatory effects of dopamine through the activation of D 1 receptors mediate the reward dependency of spiny neuron activity. Dopamine release results in the amplification of key ion currents, leading to the emergence of bistability, which not only modulates the peak firing rate but also introduces a temporal and state dependence of the model's response, thus improving the detectability of temporally correlated inputs. 1 Introduction The classic notion of the basal ganglia as being involved in purely motor processing has expanded over the years to include sensory and cognitive functions. A surprising new finding is that much of this activity shows a motivational component. For instance, striatal activity related to visual stimuli is dependent on the type of reinforcement (primary vs secondary) that a behavior will elicit [1].
Neural Information Processing Systems
Dec-31-2003
- Genre:
- Research Report > New Finding (0.54)
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- Health & Medicine > Therapeutic Area > Neurology > Parkinson's Disease (0.35)
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