Cognitive and Ocular Factors Jointly Determine Pupil Responses under Equiluminance

被引:118
作者
Knapen, Tomas [1 ]
de Gee, Jan Willem [2 ,3 ]
Brascamp, Jan [4 ]
Nuiten, Stijn [1 ]
Hoppenbrouwers, Sylco [1 ]
Theeuwes, Jan [1 ]
机构
[1] Vrije Univ Amsterdam, Dept Cognit Psychol, Amsterdam, Netherlands
[2] Univ Med Ctr Hamburg Eppendorf, Dept Neurophysiol & Pathophysiol, Hamburg, Germany
[3] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
[4] Michigan State Univ, Dept Psychol, Lansing, MI USA
关键词
DIAMETER TRACKS; ADAPTIVE GAIN; TRADE-OFF; ATTENTION; SIZE; DILATION; DYNAMICS;
D O I
10.1371/journal.pone.0155574
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
Changes in pupil diameter can reflect high-level cognitive signals that depend on central neuromodulatory mechanisms. However, brain mechanisms that adjust pupil size are also exquisitely sensitive to changes in luminance and other events that would be considered a nuisance in cognitive experiments recording pupil size. We implemented a simple auditory experiment involving no changes in visual stimulation. Using finite impulse-response fitting we found pupil responses triggered by different types of events. Among these are pupil responses to auditory events and associated surprise: cognitive effects. However, these cognitive responses were overshadowed by pupil responses associated with blinks and eye movements, both inevitable nuisance factors that lead to changes in effective luminance. Of note, these latter pupil responses were not recording artifacts caused by blinks and eye movements, but endogenous pupil responses that occurred in the wake of these events. Furthermore, we identified slow (tonic) changes in pupil size that differentially influenced faster (phasic) pupil responses. Fitting all pupil responses using gamma functions, we provide accurate characterisations of cognitive and non-cognitive response shapes, and quantify each response's dependence on tonic pupil size. These results allow us to create a set of recommendations for pupil size analysis in cognitive neuroscience, which we have implemented in freely available software.
引用
收藏
页数:13
相关论文
共 36 条
[1]   An integrative theory of locus coeruleus-norepinephrine function: Adaptive gain and optimal performance [J].
Aston-Jones, G ;
Cohen, JD .
ANNUAL REVIEW OF NEUROSCIENCE, 2005, 28 :403-450
[2]   Predictability modulates human brain response to reward [J].
Berns, GS ;
McClure, SM ;
Pagnoni, G ;
Montague, PR .
JOURNAL OF NEUROSCIENCE, 2001, 21 (08) :2793-2798
[3]   Attention to Bright Surfaces Enhances the Pupillary Light Reflex [J].
Binda, Paola ;
Pereverzeva, Maria ;
Murray, Scott O. .
JOURNAL OF NEUROSCIENCE, 2013, 33 (05) :2199-2204
[4]   Pupil diameter measurement errors as a function of gaze direction in corneal reflection eyetrackers [J].
Brisson, Julie ;
Mainville, Marc ;
Mailloux, Dominique ;
Beaulieu, Christelle ;
Serres, Josette ;
Sirois, Sylvain .
BEHAVIOR RESEARCH METHODS, 2013, 45 (04) :1322-1331
[5]   Anxious individuals have difficulty learning the causal statistics of aversive environments [J].
Browning, Michael ;
Behrens, Timothy E. ;
Jocham, Gerhard ;
O'Reilly, Jill X. ;
Bishop, Sonia J. .
NATURE NEUROSCIENCE, 2015, 18 (04) :590-+
[6]  
Dale AM, 1999, HUM BRAIN MAPP, V8, P109, DOI 10.1002/(SICI)1097-0193(1999)8:2/3<109::AID-HBM7>3.0.CO
[7]  
2-W
[8]   Decision-related pupil dilation reflects upcoming choice and individual bias [J].
de Gee, Jan Willem ;
Knapen, Tomas ;
Donner, Tobias H. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (05) :E618-E625
[9]   The effects of neural gain on attention and learning [J].
Eldar, Eran ;
Cohen, Jonathan D. ;
Niv, Yael .
NATURE NEUROSCIENCE, 2013, 16 (08) :1146-U236
[10]  
Ellis CJ, 1981, BRIT J OPHTHALMOL, V15, P13