The representation of occluded image regions in area V1 of monkeys and humans

被引:5
作者
Papale, Paolo [1 ]
Wang, Feng [1 ]
Morgan, A. Tyler [2 ,4 ,8 ]
Chen, Xing [3 ]
Gilhuis, Amparo [1 ]
Petro, Lucy S. [2 ,4 ]
Muckli, Lars [2 ,4 ]
Roelfsema, Pieter R. [1 ,5 ,6 ,7 ]
Self, Matthew W. [1 ]
机构
[1] Netherlands Inst Neurosci KNAW, Dept Vis & Cognit, NL-1105 BA Amsterdam, Netherlands
[2] Univ Glasgow, Coll Med Vet & Life Sci, Ctr Cognit NeuroImaging, Sch Psychol & Neurosci, 62 Hillhead St, Glasgow G12 8QB, Scotland
[3] Univ Pittsburgh, Sch Med, Dept Ophthalmol, 203 Lothrop St, Pittsburgh, PA 15213 USA
[4] Univ Glasgow, Coll Med Vet & Life Sci, Imaging Ctr Excellence ICE, Glasgow G51 4LB, Scotland
[5] Vrije Univ Amsterdam, Dept Integrat Neurophysiol, De Boelelaan 1085, NL-1081 HV Amsterdam, Netherlands
[6] Acad Med Ctr, Dept Neurosurg, Postbus 2266, NL-1100 DD Amsterdam, Netherlands
[7] Sorbonne Univ, Inst Vis, Lab Visual Brain Therapy, INSERM,CNRS, 17 Rue Moreau, F-75012 Paris, France
[8] NIMH, Sect Funct Imaging Methods, Lab Brain & Cognit, Bethesda, MD USA
基金
英国生物技术与生命科学研究理事会; 欧洲研究理事会;
关键词
CLASSICAL RECEPTIVE-FIELD; EARLY VISUAL-CORTEX; FEEDBACK CONNECTIONS; FEEDFORWARD; SEGREGATION; CIRCUITS; V4;
D O I
10.1016/j.cub.2023.08.010
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Neuronal activity in the primary visual cortex (V1) is driven by feedforward input from within the neurons' recep-tive fields (RFs) and modulated by contextual information in regions surrounding the RF. The effect of contex-tual information on spiking activity occurs rapidly and is therefore challenging to dissociate from feedforward input. To address this challenge, we recorded the spiking activity of V1 neurons in monkeys viewing either nat-ural scenes or scenes where the information in the RF was occluded, effectively removing the feedforward input. We found that V1 neurons responded rapidly and selectively to occluded scenes. V1 responses elicited by occluded stimuli could be used to decode individual scenes and could be predicted from those elicited by non-occluded images, indicating that there is an overlap between visually driven and contextual responses. We used representational similarity analysis to show that the structure of V1 representations of occluded scenes measured with electrophysiology in monkeys correlates strongly with the representations of the same scenes in humans measured with functional magnetic resonance imaging (fMRI). Our results reveal that contextual in-fluences rapidly alter V1 spiking activity in monkeys over distances of several degrees in the visual field, carry information about individual scenes, and resemble those in human V1.
引用
收藏
页码:3865 / +
页数:11
相关论文
共 49 条
  • [1] Reaching beyond the classical receptive field of VI neurons: horizontal or feedback axons?
    Angelucci, A
    Bullier, J
    [J]. JOURNAL OF PHYSIOLOGY-PARIS, 2003, 97 (2-3) : 141 - 154
  • [2] Contribution of feedforward, lateral and feedback connections to the classical receptive field center and extra-classical receptive field surround of primate V1
    Angelucci, Alessandra
    Bressloff, Paul C.
    [J]. VISUAL PERCEPTION, PART 1, FUNDAMENTALS OF VISION: LOW AND MID-LEVEL PROCESSES IN PERCEPTION, 2006, 154 : 93 - 120
  • [3] NEUROSCIENCE Neural population control via deep image synthesis
    Bashivan, Pouya
    Kar, Kohitij
    DiCarlo, James J.
    [J]. SCIENCE, 2019, 364 (6439) : 453 - +
  • [4] Benjamini Y, 2001, ANN STAT, V29, P1165
  • [5] Standing waves and traveling waves distinguish two circuits in visual cortex
    Benucci, Andrea
    Frazor, Robert A.
    Carandini, Matteo
    [J]. NEURON, 2007, 55 (01) : 103 - 117
  • [6] Deep convolutional models improve predictions of macaque V1 responses to natural images
    Cadena, Santiago A.
    Denfield, George H.
    Walker, Edgar Y.
    Gatys, Leon A.
    Tolias, Andreas S.
    Bethge, Matthias
    Ecker, Alexander S.
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2019, 15 (04)
  • [7] 3D printing and modelling of customized implants and surgical guides for non-human primates
    Chen, Xing
    Possel, Jessy K.
    Wacongne, Catherine
    van Ham, Anne F.
    Klink, P. Christiaan
    Roelfsema, Pieter R.
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2017, 286 : 38 - 55
  • [8] Feedforward and feedback connections between areas V1 and V2 of the monkey have similar rapid conduction velocities
    Girard, P
    Hupé, JM
    Bullier, J
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 2001, 85 (03) : 1328 - 1331
  • [9] HIRSCH JA, 1991, J NEUROSCI, V11, P1800
  • [10] UNIFORMITY OF MONKEY STRIATE CORTEX - PARALLEL RELATIONSHIP BETWEEN FIELD SIZE, SCATTER, AND MAGNIFICATION FACTOR
    HUBEL, DH
    WIESEL, TN
    [J]. JOURNAL OF COMPARATIVE NEUROLOGY, 1974, 158 (03) : 295 - 306