Protocol for topology-preserving smoothing of BOLD fMRI retinotopic maps of the human visual cortex

被引:0
|
作者
Tu, Yanshuai [1 ]
Li, Xin [1 ]
Lu, Zhong-Lin [2 ,3 ,4 ,5 ]
Wang, Yalin [1 ]
机构
[1] Arizona State Univ, Sch Comp & Augmented Intelligence, Tempe, AZ 85281 USA
[2] New York Univ Shanghai, Div Arts & Sci, Shanghai, Peoples R China
[3] NYU, Ctr Neural Sci, New York, NY 10012 USA
[4] NYU, Dept Psychol, New York, NY 10012 USA
[5] NYU Shanghai, NYU ECNU Inst Brain & Cognit Sci, Shanghai, Peoples R China
来源
STAR PROTOCOLS | 2022年 / 3卷 / 03期
关键词
Cognitive neuroscience; Computer sciences; Neuroscience;
D O I
10.1016/j.xpro.2022.101614
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The hierarchical organization of the visual system preserves topology, which is often lost in the "raw"human retinotopic maps derived from BOLD fMRI recordings. Here, we present the protocol for generating topology-preserving and smooth retinotopic maps from human retinotopy fMRI data. We describe data pre-processing, 3D surface flattening, and selection of the region of interest (ROI), followed by smoothing of the retinotopic maps within the ROI. This approach can be applied to visual cortical areas V1, V2, and V3 simultaneously. For complete details on the use and execution of this protocol, please refer to Tu et al. (2021).
引用
收藏
页数:16
相关论文
共 50 条
  • [31] SELF-ORGANIZATION OF TOPOLOGY-PRESERVING MAPS - EFFECTS OF INITIAL ROUGH TOPOGRAPHY AND SYNAPTIC PLASTICITY
    MIYASHITA, M
    TANAKA, S
    NEC RESEARCH & DEVELOPMENT, 1993, 34 (01): : 12 - 22
  • [32] Retinotopic fMRI Reveals Visual Dysfunction and Functional Reorganization in the Visual Cortex of Mild to Moderate Glaucoma Patients
    Zhou, Wei
    Muir, Eric R.
    Nagi, Kundandeep S.
    Chalfin, Steven
    Rodriguez, Pavel
    Duong, Timothy Q.
    JOURNAL OF GLAUCOMA, 2017, 26 (05) : 430 - 437
  • [33] Acoustic fMRI during sleep: Negative BOLD response in the visual cortex
    Wetter, TC
    Czisch, M
    Kaufmann, C
    Boehm, GB
    Pollmaecher, T
    Auer, DP
    SLEEP, 2001, 24 : A158 - A159
  • [34] FMRI OF HUMAN VISUAL-CORTEX
    ENGEL, SA
    RUMELHART, DE
    WANDELL, BA
    LEE, AT
    GLOVER, GH
    CHICHILNISKY, EJ
    SHADLEN, MN
    NATURE, 1994, 369 (6481) : 525 - 525
  • [35] Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering
    Forest, Florent
    Lebbah, Mustapha
    Azzag, Hanene
    Lacaille, Jerome
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (24): : 17439 - 17469
  • [36] Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering
    Florent Forest
    Mustapha Lebbah
    Hanene Azzag
    Jérôme Lacaille
    Neural Computing and Applications, 2021, 33 : 17439 - 17469
  • [37] Two retinotopic visual areas in human lateral occipital cortex
    Larsson, Jonas
    Heeger, David J.
    JOURNAL OF NEUROSCIENCE, 2006, 26 (51): : 13128 - 13142
  • [38] Learning self-organized topology-preserving complex speech features at primary auditory cortex
    Kim, T
    Lee, SY
    NEUROCOMPUTING, 2005, 65 : 793 - 800
  • [39] Retinotopic mapping of the primary visual cortex - a challenge for MEG imaging of the human cortex
    Perry, Gavin
    Adjamian, Peyman
    Thai, Ngoc J.
    Holliday, Ian E.
    Hillebrand, Arjan
    Barnes, Gareth R.
    EUROPEAN JOURNAL OF NEUROSCIENCE, 2011, 34 (04) : 652 - 661
  • [40] Retinotopic Maps, Spatial Tuning, and Locations of Human Visual Areas in Surface Coordinates Characterized with Multifocal and Blocked fMRI Designs
    Henriksson, Linda
    Karvonen, Juha
    Salminen-Vaparanta, Niina
    Railo, Henry
    Vanni, Simo
    PLOS ONE, 2012, 7 (05):