Feedforward and feedback sources of choice probability in neural population responses

被引:55
作者
Cumming, Bruce G. [1 ]
Nienborg, Hendrikje [2 ]
机构
[1] NEI, NIH, Bethesda, MD 20892 USA
[2] Univ Tubingen, Werner Reichardt Ctr Integrat Neurosci, D-72076 Tubingen, Germany
基金
欧洲研究理事会; 美国国家卫生研究院;
关键词
DECISION-RELATED ACTIVITY; PRIMARY VISUAL-CORTEX; SENSORY NEURONS; AREA MT; CORTICAL AREA; INTERNEURONAL CORRELATIONS; DISPARITY DISCRIMINATION; CORRELATED VARIABILITY; BEHAVIORAL PERFORMANCE; BAYESIAN-INFERENCE;
D O I
10.1016/j.conb.2016.01.009
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
How the processing of signals carried by sensory neurons supports perceptual decisions is a long-standing question in neuroscience. The ability to record neuronal activity in awake animals while they perform psychophysical tasks near threshold has been a key advance in studying these questions. Trial-to-trial correlations between the activity of sensory neurons and the decisions reported by animals ('hoice probabilities'), even when measured across repeated presentations of an identical stimulus provide insights into this problem. But understanding the sources of such co-variability between sensory neurons and behavior has proven more difficult than it initially appeared. Below, we discuss our current understanding of what gives rise to these correlations.
引用
收藏
页码:126 / 132
页数:7
相关论文
共 70 条
[1]   The effect of correlated variability on the accuracy of a population code [J].
Abbott, LF ;
Dayan, P .
NEURAL COMPUTATION, 1999, 11 (01) :91-101
[2]   Neurons compute internal models of the physical laws of motion [J].
Angelaki, DE ;
Shaikh, AG ;
Green, AM ;
Dickman, JD .
NATURE, 2004, 430 (6999) :560-564
[3]   Not Noisy, Just Wrong: The Role of Suboptimal Inference in Behavioral Variability [J].
Beck, Jeffrey M. ;
Ma, Wei Ji ;
Pitkow, Xaq ;
Latham, Peter E. ;
Pouget, Alexandre .
NEURON, 2012, 74 (01) :30-39
[4]  
Bondy AG, 2013, SOC NEUR ANN M
[5]   Effects of Stimulus Direction on the Correlation between Behavior and Single Units in Area MT during a Motion Detection Task [J].
Bosking, William H. ;
Maunsell, John H. R. .
JOURNAL OF NEUROSCIENCE, 2011, 31 (22) :8230-8238
[6]   A relationship between behavioral choice and the visual responses of neurons in macaque MT [J].
Britten, KH ;
Newsome, WT ;
Shadlen, MN ;
Celebrini, S ;
Movshon, JA .
VISUAL NEUROSCIENCE, 1996, 13 (01) :87-100
[7]   Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons [J].
Buesing, Lars ;
Bill, Johannes ;
Nessler, Bernhard ;
Maass, Wolfgang .
PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (11)
[8]  
CELEBRINI S, 1994, J NEUROSCI, V14, P4109
[9]   Functional Specializations of the Ventral Intraparietal Area for Multisensory Heading Discrimination [J].
Chen, Aihua ;
DeAngelis, Gregory C. ;
Angelaki, Dora E. .
JOURNAL OF NEUROSCIENCE, 2013, 33 (08) :3567-3581
[10]   Context-Dependent Changes in Functional Circuitry in Visual Area MT [J].
Cohen, Marlene R. ;
Newsome, William T. .
NEURON, 2008, 60 (01) :162-173