Values Encoded in Orbitofrontal Cortex Are Causal to Economic Choices

It has long been hypothesized that economic choices rely on the assignment and comparison of subjective values. Indeed, when agents make decisions, neurons in orbitofrontal cortex encode the values of offered and chosen goods. Moreover, neuronal activity in this area suggests the formation of a decision. However, it is unclear whether these neural processes are causally related to choices. More generally, the evidence linking economic choices to value signals in the brain remains correlational. We address this fundamental issue using electrical stimulation in rhesus monkeys. We show that suitable currents bias choices by increasing the value of individual offers. Furthermore, high-current stimulation disrupts both the computation and the comparison of subjective values. These results demonstrate that values encoded in orbitofrontal cortex are causal to economic choices.

[1]  D. P. O’brien,et al.  A history of economic theory : classic contributions, 1720-1980 , 1990 .

[2]  William T. Newsome,et al.  Cortical microstimulation influences perceptual judgements of motion direction , 1990, Nature.

[3]  W. Newsome,et al.  Microstimulation in visual area MT: effects of varying pulse amplitude and frequency , 1993, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[4]  P. Pini Addiction , 1996, The Lancet.

[5]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[6]  W. Newsome,et al.  What electrical microstimulation has revealed about the neural basis of cognition , 2004, Current Opinion in Neurobiology.

[7]  Colin Camerer,et al.  Neuroeconomics: How Neuroscience Can Inform Economics , 2005 .

[8]  N. Volkow,et al.  Drug addiction: the neurobiology of behaviour gone awry , 2004, Nature Reviews Neuroscience.

[9]  M. Roesch,et al.  Neuronal activity in primate orbitofrontal cortex reflects the value of time. , 2005, Journal of neurophysiology.

[10]  Daniel R. Merrill,et al.  Electrical stimulation of excitable tissue: design of efficacious and safe protocols , 2005, Journal of Neuroscience Methods.

[11]  C. Padoa-Schioppa,et al.  Neurons in the orbitofrontal cortex encode economic value , 2006, Nature.

[12]  M. Roesch,et al.  Neuronal Activity Related to Anticipated Reward in Frontal Cortex , 2007, Annals of the New York Academy of Sciences.

[13]  Colin Camerer,et al.  Dissociating the Role of the Orbitofrontal Cortex and the Striatum in the Computation of Goal Values and Prediction Errors , 2008, The Journal of Neuroscience.

[14]  G. Heyman Addiction: A Disorder of Choice , 2009 .

[15]  C. Padoa-Schioppa Range-Adapting Representation of Economic Value in the Orbitofrontal Cortex , 2009, The Journal of Neuroscience.

[16]  Jonathan D. Wallis,et al.  Neurons in the Frontal Lobe Encode the Value of Multiple Decision Variables , 2009, Journal of Cognitive Neuroscience.

[17]  R. Reid,et al.  Direct Activation of Sparse, Distributed Populations of Cortical Neurons by Electrical Microstimulation , 2009, Neuron.

[18]  W. Schultz,et al.  Adaptation of Reward Sensitivity in Orbitofrontal Neurons , 2010, The Journal of Neuroscience.

[19]  Kelsey L. Clark,et al.  Probing neural circuitry and function with electrical microstimulation , 2011, Proceedings of the Royal Society B: Biological Sciences.

[20]  J. Kable,et al.  Ventromedial Frontal Lobe Damage Disrupts Value Maximization in Humans , 2011, The Journal of Neuroscience.

[21]  Joseph W. Kable,et al.  The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value , 2013, NeuroImage.

[22]  C. Padoa-Schioppa Neuronal Origins of Choice Variability in Economic Decisions , 2013, Neuron.

[23]  G. Schoenbaum,et al.  What the orbitofrontal cortex does not do , 2015, Nature Neuroscience.

[24]  W. Schultz Neuronal Reward and Decision Signals: From Theories to Data. , 2015, Physiological reviews.

[25]  S. Bensmaia,et al.  Behavioral assessment of sensitivity to intracortical microstimulation of primate somatosensory cortex , 2015, Proceedings of the National Academy of Sciences.

[26]  Katherine E. Conen,et al.  Neuronal variability in orbitofrontal cortex during economic decisions. , 2015, Journal of neurophysiology.

[27]  C. Padoa-Schioppa,et al.  A neuro-computational model of economic decisions. , 2015, Journal of neurophysiology.

[28]  Máté Lengyel,et al.  Goal-Directed Decision Making with Spiking Neurons , 2016, The Journal of Neuroscience.

[29]  S. Pfeifer A Course In Microeconomic Theory , 2016 .

[30]  Erin L. Rich,et al.  Decoding subjective decisions from orbitofrontal cortex , 2016, Nature Neuroscience.

[31]  H. Francis Song,et al.  Author response: Reward-based training of recurrent neural networks for cognitive and value-based tasks , 2016 .

[32]  Matthew P. H. Gardner,et al.  Lateral Orbitofrontal Inactivation Dissociates Devaluation-Sensitive Behavior and Economic Choice , 2017, Neuron.

[33]  Xiao-Jing Wang,et al.  Reward-based training of recurrent neural networks for cognitive and value-based tasks , 2016, bioRxiv.

[34]  Aldo Rustichini,et al.  Optimal coding and neuronal adaptation in economic decisions , 2017, Nature Communications.

[35]  Katherine E. Conen,et al.  Orbitofrontal Cortex: A Neural Circuit for Economic Decisions , 2017, Neuron.

[36]  Zhewei Zhang,et al.  A neural network model for the orbitofrontal cortex and task space acquisition during reinforcement learning , 2017, bioRxiv.

[37]  Bence P Ölveczky,et al.  The promise and perils of causal circuit manipulations , 2018, Current Opinion in Neurobiology.

[38]  Katherine E. Conen,et al.  Partial Adaptation to the Value Range in the Macaque Orbitofrontal Cortex , 2019, The Journal of Neuroscience.

[39]  C. Padoa-Schioppa,et al.  Economic Decisions through Circuit Inhibition , 2019, Current Biology.

[40]  W. Schultz,et al.  Orbitofrontal signals for two-component choice options comply with indifference curves of Revealed Preference Theory , 2019, Nature Communications.

[41]  C. Padoa-Schioppa,et al.  Neural mechanisms of economic choices in mice , 2020, eLife.