Neural basis of shape representation in the primate brain

被引:44
|
作者
Pasupathy, Anitha [1 ]
机构
[1] RIKEN, MIT, Neurosci Res Ctr, Picower Inst Learning & Mem, Cambridge, MA 02139 USA
[2] MIT, Dept Brain & Cognit Sci, Cambridge, MA 02139 USA
来源
VISUAL PERCEPTION, PART 1, FUNDAMENTALS OF VISION: LOW AND MID-LEVEL PROCESSES IN PERCEPTION | 2006年 / 154卷
关键词
V4; monkey; electrophysiology; curvature; object-centered position; form perception; object recognition; vision;
D O I
10.1016/S0079-6121(06)54016-6
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Visual shape recognition - the ability to recognize a wide variety of shapes regardless of their size, position, view, clutter and ambient lighting - is a remarkable ability essential for complex behavior. In the primate brain, this depends on information processing in a multistage pathway running from primary visual cortex (VI), where cells encode local orientation and spatial frequency information, to the inferotemporal cortex (IT), where cells respond selectively to complex shapes. A fundamental question yet to be answered is how the local orientation signals (in VI) are transformed into selectivity for complex shapes (in IT). To gain insights into the underlying mechanisms we investigated the neural basis of shape representation in area V4, an intermediate stage in this processing hierarchy. Theoretical considerations and psychophysical evidence suggest that contour features, i.e. angles and curves along an object contour, may serve as the basis of representation at intermediate stages of shape processing. To test this hypothesis we studied the response properties of single units in area V4 of primates. We first demonstrated that V4 neurons show strong systematic tuning for the orientation and acuteness of angles and curves when presented in isolation within the cells' receptive field. Next, we found that responses to complex shapes were dictated by the curvature at a specific boundary location within the shape. Finally, using basis function decoding, we demonstrated that an ensemble of V4 neurons could successfully encode complete shapes as aggregates of boundary fragments. These findings identify curvature as a basis of shape representation in area V4 and provide insights into the neurophysiological basis for the salience of convex curves in shape perception.
引用
收藏
页码:293 / 313
页数:21
相关论文
共 50 条
  • [1] THE NEURAL BASIS OF IMAGE SEGMENTATION IN THE PRIMATE BRAIN
    Pasupathy, A.
    NEUROSCIENCE, 2015, 296 : 101 - 109
  • [2] The neural basis for shape preferences
    Amir, Ori
    Biederman, Irving
    Hayworth, Kenneth J.
    VISION RESEARCH, 2011, 51 (20) : 2198 - 2206
  • [3] Flexible neural representations of value in the primate brain
    Salzman, C. Daniel
    Paton, Joseph J.
    Belova, Marina A.
    Morrison, Sara E.
    LINKING AFFECT TO ACTION: CRITICAL CONTRIBUTIONS OF THE ORBITOFRONTAL CORTEX, 2007, 1121 : 336 - 354
  • [4] Neural basis for hand muscle synergies in the primate spinal cord
    Takei, Tomohiko
    Confais, Joachim
    Tomatsu, Saeka
    Oya, Tomomichi
    Seki, Kazuhiko
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (32) : 8643 - 8648
  • [5] Neural Representation of Object's Shape at the Electroreceptor Afferents on Electrolocation
    Fujita, Kazuhisa
    Kashimori, Yoshiki
    NEURAL INFORMATION PROCESSING (ICONIP 2017), PT III, 2017, 10636 : 877 - 884
  • [6] To What Extent Does Global Shape Influence Category Representation in the Brain?
    Murty, N. Apurva Ratan
    Pramod, R. T.
    JOURNAL OF NEUROSCIENCE, 2016, 36 (15) : 4149 - 4151
  • [7] Representation of central and peripheral vision in the primate cerebral cortex: Insights from studies of the marmoset brain
    Yu, H. -H.
    Chaplin, T. A.
    Rosa, M. G. P.
    NEUROSCIENCE RESEARCH, 2015, 93 : 47 - 61
  • [8] Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain
    Dado, Thirza
    Papale, Paolo
    Lozano, Antonio
    Le, Lynn
    Wang, Feng
    van Gerven, Marcel
    Roelfsema, Pieter
    Gucluturk, Yagmur
    Guclu, Umut
    PLOS COMPUTATIONAL BIOLOGY, 2024, 20 (05)
  • [9] Automatic comparison of stimulus durations in the primate prefrontal cortex: the neural basis of across-task interference
    Genovesio, Aldo
    Cirillo, Rossella
    Tsujimoto, Satoshi
    Abdellatif, Sara Mohammad
    Wise, Steven P.
    JOURNAL OF NEUROPHYSIOLOGY, 2015, 114 (01) : 48 - 56
  • [10] Abstract Shape Representation in Human Visual Perception
    Baker, Nicholas
    Kellman, Philip J.
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2018, 147 (09) : 1295 - 1308