Detecting correlation changes in electrophysiological data

被引：3
|
作者：
Wu, Jianhua
Kendrick, Keith
Feng, Jianfeng [1 ]
机构：
[1] Univ Warwick, Dept Comp Sci, Coventry CV4 7AL, W Midlands, England
[2] Babraham Inst, Lab Cognit & Behav Neurosci, Cambridge CB2 4AT, England
[3] Hunan Normal Univ, Dept Math, Changsha 410081, Peoples R China
来源：
JOURNAL OF NEUROSCIENCE METHODS | 2007年 / 161卷 / 01期
基金：
英国工程与自然科学研究理事会;
关键词：
multielectrode data; hierarchical multi-variate analysis of variance; mean; variance;
D O I：
10.1016/j.jneumeth.2006.10.017
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
A correlation multi-variate analysis of variance (MANOVA) test to statistically analyze changing patterns of multi-electrode array (MEA) electrophysiology data is developed. The approach enables us not only to detect significant mean changes, but also significant correlation changes in response to external stimuli. Furthermore, a method to single out hot-spot variables in the MEA data both for the mean and correlation is provided. Our methods have been validated using both simulated spike data and recordings from sheep inferotemporal cortex. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码：155 / 165
页数：11
相关论文
共 50 条
  • [1] Detecting Changes in Correlation Networks with Application to Functional Connectivity of fMRI Data
    Changryong Baek
    Benjamin Leinwand
    Kristen A. Lindquist
    Seok-Oh Jeong
    Joseph Hopfinger
    Katheleen M. Gates
    Vladas Pipiras
    [J]. Psychometrika, 2023, 88 : 636 - 655
  • [2] Detecting Changes in Correlation Networks with Application to Functional Connectivity of fMRI Data
    Baek, Changryong
    Leinwand, Benjamin
    Lindquist, Kristen A. A.
    Jeong, Seok-Oh
    Hopfinger, Joseph
    Gates, Katheleen M. M.
    Pipiras, Vladas
    [J]. PSYCHOMETRIKA, 2023, 88 (02) : 636 - 655
  • [3] DIABETIC NEUROPATHY - CORRELATION BETWEEN CLINICAL AND ELECTROPHYSIOLOGICAL DATA
    PERRETTI, A
    NUCCIOTTI, R
    LANZILLO, B
    FRANCICA, D
    VELTRI, R
    RIVELLESE, A
    PALUMBO, A
    CARUSO, G
    [J]. ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1986, 63 (04): : P61 - P61
  • [4] Detecting changes in water quality data
    Mckenna, Sean A.
    Wilson, Mark
    Klise, Katherine A.
    [J]. JOURNAL AMERICAN WATER WORKS ASSOCIATION, 2008, 100 (01): : 74 - 85
  • [5] DETECTING STRUCTURAL CHANGES IN DEPENDENT DATA
    Ding, Jie
    Xiang, Yu
    Shen, Lu
    Tarokh, Vahid
    [J]. 2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017), 2017, : 750 - 754
  • [6] On detecting and modeling periodic correlation in financial data
    Broszkiewicz-Suwaj, E
    Makagon, A
    Weron, R
    Wylomanska, A
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 336 (1-2) : 196 - 205
  • [7] Correlation of structural and electrophysiological changes in the retina of young high myopes
    Koh, Victor
    Tan, Clement
    Nah, Gerard
    Zhao, Paul
    Yang, Adeline
    Lin, Sheng Tong
    Wong, Tien Yin
    Saw, Seang Mei
    Chia, Audrey
    [J]. OPHTHALMIC AND PHYSIOLOGICAL OPTICS, 2014, 34 (06) : 658 - 666
  • [8] CORRELATION OF MICROANGIOGRAPHIC AND ELECTROPHYSIOLOGICAL CHANGES IN TRAUMATIZED SPINAL-CORD
    ALLEN, WE
    DANGELO, CM
    KIER, EL
    [J]. NEURORADIOLOGY, 1974, 6 (05) : 288 - 288
  • [9] Correlation of electrophysiological changes with optical coherence tomography in optic neuritis
    Klistorner, A.
    Yiannikas, K.
    Garrick, R.
    Arvind, H.
    [J]. MULTIPLE SCLEROSIS, 2007, 13 : S214 - S214
  • [10] ELECTRON MICROSCOPIC CHANGES IN PERIKARYA AND IN PROCESSES OF GANGLION CELLS IN COBALT GELATINE EPILEPTOGENIC FOCUS (THEIR CORRELATION WITH ELECTROPHYSIOLOGICAL DATA)
    FISCHER, J
    [J]. PHYSIOLOGIA BOHEMOSLOVACA, 1969, 18 (5-6): : 387 - &
12345