Neuronal Population Encoding of Identity in Primate Prefrontal Cortex

被引:1
作者
Sharma, K. K. [1 ]
Diltz, M. A. [1 ]
Lincoln, T. [1 ,2 ]
Albuquerque, E. R. [1 ,3 ]
Romanski, L. M. [1 ]
机构
[1] Univ Rochester, Sch Med & Dent, Dept Neurosci, Rochester, NY 14620 USA
[2] Astrobotic Technol Inc, Pittsburgh, PA USA
[3] Univ Miami, Sch Med, Miami, FL USA
基金
美国国家卫生研究院;
关键词
expression; face; macaque; multisensory; prefrontal; vocalization; MIXED SELECTIVITY; NEURAL REPRESENTATION; NOISE CORRELATIONS; SINGLE NEURONS; FACE; INFORMATION; RESPONSES; MACAQUES; AMYGDALA; COMMUNICATION;
D O I
10.1523/JNEUROSCI.0703-23.2023
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The ventrolateral prefrontal cortex (VLPFC) shows robust activation during the perception of faces and voices. However, little is known about what categorical features of social stimuli drive neural activity in this region. Since perception of identity and expression are critical social functions, we examined whether neural responses to naturalistic stimuli were driven by these two categorical features in the prefrontal cortex. We recorded single neurons in the VLPFC, while two male rhesus macaques (Macaca mulatta) viewed short audiovisual videos of unfamiliar conspecifics making expressions of aggressive, affiliative, and neutral valence. Of the 285 neurons responsive to the audiovisual stimuli, 111 neurons had a main effect (two-way ANOVA) of identity, expression, or their interaction in their stimulus-related firing rates; however, decoding of expression and identity using single-unit firing rates rendered poor accuracy. Interestingly, when decoding from pseudo-populations of recorded neurons, the accuracy for both expression and identity increased with population size, suggesting that the population transmitted information relevant to both variables. Principal components analysis of mean population activity across time revealed that population responses to the same identity followed similar trajectories in the response space, facilitating segregation from other identities. Our results suggest that identity is a critical feature of social stimuli that dictates the structure of population activity in the VLPFC, during the perception of vocalizations and their corresponding facial expressions. These findings enhance our understanding of the role of the VLPFC in social behavior.
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页数:14
相关论文
共 58 条
  • [1] The effect of correlated variability on the accuracy of a population code
    Abbott, LF
    Dayan, P
    [J]. NEURAL COMPUTATION, 1999, 11 (01) : 91 - 101
  • [2] Neural correlations, population coding and computation
    Averbeck, BB
    Latham, PE
    Pouget, A
    [J]. NATURE REVIEWS NEUROSCIENCE, 2006, 7 (05) : 358 - 366
  • [3] Effects of noise correlations on information encoding and decoding
    Averbeck, Bruno B.
    Lee, Daeyeol
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 2006, 95 (06) : 3633 - 3644
  • [4] The Sparseness of Mixed Selectivity Neurons Controls the Generalization-Discrimination Trade-Off
    Barak, Omri
    Rigotti, Mattia
    Fusi, Stefano
    [J]. JOURNAL OF NEUROSCIENCE, 2013, 33 (09) : 3844 - 3856
  • [5] Face cells in orbitofrontal cortex represent social categories
    Barat, Elodie
    Wirth, Sylvia
    Duhamel, Jean-Rene
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (47) : E11158 - E11167
  • [7] The Code for Facial Identity in the Primate Brain
    Chang, Le
    Tsao, Doris Y.
    [J]. CELL, 2017, 169 (06) : 1013 - +
  • [8] Context-Dependent Changes in Functional Circuitry in Visual Area MT
    Cohen, Marlene R.
    Newsome, William T.
    [J]. NEURON, 2008, 60 (01) : 162 - 173
  • [9] Darwin C., 1872, P374
  • [10] Representation of Expression and Identity by Ventral Prefrontal Neurons
    Diehl, Maria M.
    Plakke, Bethany A.
    Albuquerque, Eric R.
    Romanski, Lizabeth M.
    [J]. NEUROSCIENCE, 2022, 496 : 243 - 260