In the brain, decision making is instantiated in dedicated neural circuits. However, there is considerable individual variability in decision-making behavior, particularly under uncertainty. The origins of decision variability within these conserved neural circuits are not known. Here we demonstrate in the rat medial frontal cortex (MFC) that individual variability is a consequence of altered stability in neuronal populations. In a sensory-guided choice task, rats trained on familiar stimuli were exposed to unfamiliar stimuli, resulting in variable choice responses across individuals. We created a recurrent network model to examine the source of variability in MFC neurons, and found that the landscape of neural population trajectories explained choice variability across different unfamiliar stimuli. We experimentally confirmed model predictions showing that trial-by-trial variability in neuronal activity indexes the landscape and predicts individual variation. These results show that neural stability is a critical component of the MFC neural dynamics that underpins individual variation in decision-making.
机构:
Univ Calif San Diego, Neurobiol Sect, Div Biol Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Neurobiol Sect, Div Biol Sci, La Jolla, CA 92093 USA
机构:
Univ Calif San Diego, Dept Psychol, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
Baltz, Emily T.
Yalcinbas, Ege A.
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Univ Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
Univ Calif San Diego, Neurosci Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
Yalcinbas, Ege A.
Renteria, Rafael
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Univ Calif San Diego, Dept Psychol, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
Renteria, Rafael
Gremel, Christina M.
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Univ Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
Univ Calif San Diego, Neurosci Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Psychol, La Jolla, CA 92093 USA
机构:
Southwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R ChinaSouthwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
Lv, Chenyu
Wang, Qiang
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Tianjin Normal Univ, Acad Psychol & Behav, Fac Psychol, Key Res Base Humanities & Social Sci,Minist Educ, Tianjin, Peoples R China
Ctr Collaborat Innovat Assessment & Promot Mental, Tianjin, Peoples R ChinaSouthwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
Wang, Qiang
Chen, Chuansheng
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机构:
Univ Calif Irvine, Dept Psychol Sci, Irvine, CA USASouthwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
Chen, Chuansheng
Xue, Gui
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机构:
Beijing Normal Univ, McGovern Inst Brain Res, Natl Key Lab Cognit Neurosci & Learning & IDG, Beijing 100875, Peoples R ChinaSouthwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
Xue, Gui
He, Qinghua
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Southwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China
Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, Beijing, Peoples R China
Beijing Normal Univ, Southwest Univ Branch, Collaborat Innovat Ctr Assessment Basic Educ Qual, Chongqing, Peoples R ChinaSouthwest Univ, Fac Psychol, Key Lab Cognit & Personal, Minist Educ, Chongqing 400715, Peoples R China