Stable and Dynamic Coding for Working Memory in Primate Prefrontal Cortex

被引:128
作者
Spaak, Eelke [1 ]
Watanabe, Kei [1 ,2 ]
Funahashi, Shintaro [3 ]
Stokes, Mark G. [1 ]
机构
[1] Univ Oxford, Dept Expt Psychol, Oxford OX1 3UD, England
[2] Natl Inst Informat & Commun Technol, Ctr Informat & Neural Networks CiNet, Osaka 5650871, Japan
[3] Kyoto Univ, Kokoro Res Ctr, Kyoto 6068501, Japan
基金
日本学术振兴会; 英国生物技术与生命科学研究理事会;
关键词
dynamic coding; memory-guided saccade; prefrontal cortex; representational geometry; working memory; DELAY-PERIOD ACTIVITY; SHORT-TERM-MEMORY; PERSISTENT ACTIVITY; SACCADE DIRECTION; CORTICAL ACTIVITY; DECISION-PROCESS; NEURAL ACTIVITY; REPRESENTATIONS; INFORMATION; SPACE;
D O I
10.1523/JNEUROSCI.3364-16.2017
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Working memory (WM) provides the stability necessary for high-level cognition. influential theories typically assume that WM depends on the persistence of stable neural representations, yet increasing evidence suggests that neural states are highly dynamic. Here we apply multivariate pattern analysis to explore the population dynamics in primate lateral prefrontal cortex (PFC) during three variants of the classic memory-guided saccade task (recorded in four animals). We observed the hallmark of dynamic population coding across key phases of a working memory task: sensory processing, memory encoding, and response execution. Throughout both these dynamic epochs and the memory delay period, however, the neural representational geometry remained stable. We identified two characteristics that jointly explain these dynamics: (1) time-varying changes in the subpopulation of neurons coding for task variables (i.e., dynamic subpopulations); and (2) time-varying selectivity within neurons (i.e., dynamic selectivity). These results indicate that even in a very simple memory-guided saccade task, PFC neurons display complex dynamics to support stable representations for WM.
引用
收藏
页码:6503 / 6516
页数:14
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