Distinct Sources of Deterministic and Stochastic Components of Action Timing Decisions in Rodent Frontal Cortex
The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here...
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Published in | Neuron (Cambridge, Mass.) Vol. 94; no. 4; pp. 908 - 919.e7 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
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Elsevier Inc
17.05.2017
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Abstract | The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here we investigated this issue by studying how neural circuits in the frontal cortex determine action timing in rats performing a waiting task. Electrophysiological recordings from two regions necessary for this behavior, medial prefrontal cortex (mPFC) and secondary motor cortex (M2), revealed an unexpected functional dissociation. Both areas encoded deterministic biases in action timing, but only M2 neurons reflected stochastic trial-by-trial fluctuations. This differential coding was reflected in distinct timescales of neural dynamics in the two frontal cortical areas. These results suggest a two-stage model in which stochastic components of action timing decisions are injected by circuits downstream of those carrying deterministic bias signals.
•Medial prefrontal cortex and secondary motor cortex are required for a waiting task•Medial prefrontal cortex encodes deterministic bias in action timing•Secondary motor cortex encodes stochastic variability in action timing•Distinct timescales of neural dynamics in frontal cortex reflect different functions
Decisions are subject to both deterministic and stochastic influences. A study by Murakami et al. indicates that, in action timing decisions, these two components are differentially encoded in two areas of the rodent frontal cortex. |
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AbstractList | The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here we investigated this issue by studying how neural circuits in the frontal cortex determine action timing in rats performing a waiting task. Electrophysiological recordings from two regions necessary for this behavior, medial prefrontal cortex (mPFC) and secondary motor cortex (M2), revealed an unexpected functional dissociation. Both areas encoded deterministic biases in action timing, but only M2 neurons reflected stochastic trial-by-trial fluctuations. This differential coding was reflected in distinct timescales of neural dynamics in the two frontal cortical areas. These results suggest a two-stage model in which stochastic components of action timing decisions are injected by circuits downstream of those carrying deterministic bias signals.
•Medial prefrontal cortex and secondary motor cortex are required for a waiting task•Medial prefrontal cortex encodes deterministic bias in action timing•Secondary motor cortex encodes stochastic variability in action timing•Distinct timescales of neural dynamics in frontal cortex reflect different functions
Decisions are subject to both deterministic and stochastic influences. A study by Murakami et al. indicates that, in action timing decisions, these two components are differentially encoded in two areas of the rodent frontal cortex. The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here we investigated this issue by studying how neural circuits in the frontal cortex determine action timing in rats performing a waiting task. Electrophysiological recordings from two regions necessary for this behavior, medial prefrontal cortex (mPFC) and secondary motor cortex (M2), revealed an unexpected functional dissociation. Both areas encoded deterministic biases in action timing, but only M2 neurons reflected stochastic trial-by-trial fluctuations. This differential coding was reflected in distinct timescales of neural dynamics in the two frontal cortical areas. These results suggest a two-stage model in which stochastic components of action timing decisions are injected by circuits downstream of those carrying deterministic bias signals. The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here we investigated this issue by studying how neural circuits in the frontal cortex determine action timing in rats performing a waiting task. Electrophysiological recordings from two regions necessary for this behavior, medial prefrontal cortex (mPFC) and secondary motor cortex (M2), revealed an unexpected functional dissociation. Both areas encoded deterministic biases in action timing, but only M2 neurons reflected stochastic trial-by-trial fluctuations. This differential coding was reflected in distinct timescales of neural dynamics in the two frontal cortical areas. These results suggest a two-stage model in which stochastic components of action timing decisions are injected by circuits downstream of those carrying deterministic bias signals.The selection and timing of actions are subject to determinate influences such as sensory cues and internal state as well as to effectively stochastic variability. Although stochastic choice mechanisms are assumed by many theoretical models, their origin and mechanisms remain poorly understood. Here we investigated this issue by studying how neural circuits in the frontal cortex determine action timing in rats performing a waiting task. Electrophysiological recordings from two regions necessary for this behavior, medial prefrontal cortex (mPFC) and secondary motor cortex (M2), revealed an unexpected functional dissociation. Both areas encoded deterministic biases in action timing, but only M2 neurons reflected stochastic trial-by-trial fluctuations. This differential coding was reflected in distinct timescales of neural dynamics in the two frontal cortical areas. These results suggest a two-stage model in which stochastic components of action timing decisions are injected by circuits downstream of those carrying deterministic bias signals. |
Author | Murakami, Masayoshi Shteingart, Hanan Loewenstein, Yonatan Mainen, Zachary F. |
Author_xml | – sequence: 1 givenname: Masayoshi surname: Murakami fullname: Murakami, Masayoshi email: masayoshi.murakami@neuro.fchampalimaud.org organization: Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal – sequence: 2 givenname: Hanan surname: Shteingart fullname: Shteingart, Hanan organization: The Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, 9190401 Jerusalem, Israel – sequence: 3 givenname: Yonatan surname: Loewenstein fullname: Loewenstein, Yonatan organization: The Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, 9190401 Jerusalem, Israel – sequence: 4 givenname: Zachary F. surname: Mainen fullname: Mainen, Zachary F. email: zmainen@neuro.fchampalimaud.org organization: Champalimaud Research, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/28521140$$D View this record in MEDLINE/PubMed |
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Title | Distinct Sources of Deterministic and Stochastic Components of Action Timing Decisions in Rodent Frontal Cortex |
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