The Basal Ganglia Optimize Decision Making over General Perceptual Hypotheses

DOI10.1162/NECO_a_00360zbMath1268.92025OpenAlexW2044669108WikidataQ46002382 ScholiaQ46002382MaRDI QIDQ2840875

K. Gurney, Nathan F. Lepora

Publication date: 23 July 2013

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/neco_a_00360

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Neural biology (92C20) Biomedical imaging and signal processing (92C55) Psychophysics and psychophysiology; perception (91E30)

Related Items (3)

Neural Circuits Trained with Standard Reinforcement Learning Can Accumulate Probabilistic Information during Decision Making ⋮ Making decisions in the dark basement of the brain: a look back at the GPR model of action selection and the basal ganglia ⋮ The statistics of optimal decision making: exploring the relationship between signal detection theory and sequential analysis

Cites Work

• Rapid decision threshold modulation by reward rate in a neural network
• Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making
• The accumulator model of two-choice discrimination
• A computational model of action selection in the basal ganglia. I: A new functional anatomy
• The dynamics of choice among multiple alternatives
• Models for choice-reaction time
• Integration of Reinforcement Learning and Optimal Decision-Making Theories of the Basal Ganglia
• Bayesian Spiking Neurons I: Inference
• Multihypothesis sequential probability ratio tests .I. Asymptotic optimality
• A sequential procedure for multihypothesis testing
• The Basal Ganglia and Cortex Implement Optimal Decision Making Between Alternative Actions
• Optimum Character of the Sequential Probability Ratio Test

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