Parietal neurons encode expected gains in instrumental information

被引:46
作者
Foley, Nicholas C. [1 ]
Kelly, Simon P. [1 ]
Mhatre, Himanshu [1 ]
Lopes, Manuel [2 ]
Gottlieb, Jacqueline [1 ,3 ,4 ]
机构
[1] Columbia Univ, Dept Neurosci, New York, NY 10032 USA
[2] INRIA, F-33405 Talence, France
[3] Columbia Univ, Kavli Inst Brain Sci, New York, NY 10032 USA
[4] Columbia Univ, Mortimer B Zuckerman Mind Brain Behav Inst, New York, NY 10027 USA
基金
美国国家卫生研究院;
关键词
information sampling; saccades; attention; decisions; reward; LATERAL INTRAPARIETAL AREA; DECISION-MAKING; VISUAL SALIENCE; EYE-MOVEMENTS; NEURAL BASIS; CORTEX; ATTENTION; REPRESENTATION; REINFORCEMENT; CHOICE;
D O I
10.1073/pnas.1613844114
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In natural behavior, animals have access to multiple sources of information, but only a few of these sources are relevant for learning and actions. Beyond choosing an appropriate action, making good decisions entails the ability to choose the relevant information, but fundamental questions remain about the brain's information sampling policies. Recent studies described the neural correlates of seeking information about a reward, but it remains unknown whether, and how, neurons encode choices of instrumental information, in contexts in which the information guides subsequent actions. Here we show that parietal cortical neurons involved in oculomotor decisions encode, before an information sampling saccade, the reduction in uncertainty that the saccade is expected to bring for a subsequent action. These responses were distinct from the neurons' visual and saccadic modulations and from signals of expected reward or reward prediction errors. Therefore, even in an instrumental context when information and reward gains are closely correlated, individual cells encode decision variables that are based on informational factors and can guide the active sampling of action-relevant cues.
引用
收藏
页码:E3315 / E3323
页数:9
相关论文
共 59 条
[42]   Finding useful questions: On Bayesian diagnosticity, probability, impact, and information gain [J].
Nelson, JD .
PSYCHOLOGICAL REVIEW, 2005, 112 (04) :979-999
[43]   Experience Matters: Information Acquisition Optimizes Probability Gain [J].
Nelson, Jonathan D. ;
McKenzie, Craig R. M. ;
Cottrell, Garrison W. ;
Sejnowski, Terrence J. .
PSYCHOLOGICAL SCIENCE, 2010, 21 (07) :960-969
[44]   Dialogues on prediction errors [J].
Niv, Yael ;
Schoenbaum, Geoffrey .
TRENDS IN COGNITIVE SCIENCES, 2008, 12 (07) :265-272
[45]   An adaptive algorithm for fixation, saccade, and glissade detection in eyetracking data [J].
Nystrom, Marcus ;
Holmqvist, Kenneth .
BEHAVIOR RESEARCH METHODS, 2010, 42 (01) :188-204
[46]   Integration of Visuospatial and effector information during symbolically cued limb movements in monkey lateral intraparietal area [J].
Oristaglio, Jeff ;
Schneider, David M. ;
Balan, Puiu F. ;
Gottlieb, Jacqueline .
JOURNAL OF NEUROSCIENCE, 2006, 26 (32) :8310-8319
[47]   Encoding and decoding in parietal cortex during sensorimotor decision-making [J].
Park, Il Memming ;
Meister, Miriam L. R. ;
Huk, Alexander C. ;
Pillow, Jonathan W. .
NATURE NEUROSCIENCE, 2014, 17 (10) :1395-1403
[48]   Neural correlates of decision variables in parietal cortex [J].
Platt, ML ;
Glimcher, PW .
NATURE, 1999, 400 (6741) :233-238
[49]   The Normalization Model of Attention [J].
Reynolds, John H. ;
Heeger, David J. .
NEURON, 2009, 61 (02) :168-185
[50]   COVERT ORIENTING OF ATTENTION IN MACAQUES .2. CONTRIBUTIONS OF PARIETAL CORTEX [J].
ROBINSON, DL ;
BOWMAN, EM ;
KERTZMAN, C .
JOURNAL OF NEUROPHYSIOLOGY, 1995, 74 (02) :698-712