Functional Connectivity Analysis from Multi Spike Trains on Prefrontal Cortex of Rat during Working Memory Task

被引：0
|
作者：
Qi, Dexuan [1 ]
Xiao, Zhenguo
Tian, Xin [1 ]
机构：
[1] Tianjin Med Univ, Tianjin Res Ctr Basic Med Sci, Tianjin, Peoples R China
来源：
2012 FIFTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2012), VOL 1 | 2012年
基金：
中国国家自然科学基金;
关键词：
functional connectivity; neural ensemble; rate coding; spike trains; working memory; small-world network; SMALL-WORLD; DYNAMICS; BRAIN; NETWORK;
D O I：
10.1109/ISCID.2012.96
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Functional connectivity networks on prefrontal cortex of rat during working memory task are analyzed. Neural ensemble rate coding is applied to find the time interval of working memory event occurrence. The analysis of functional connectivity is carried out though the method of cross-covariance. Functional connectivity networks during the occurrence of working memory event and the period of resting state are obtained. The two networks satisfy the small-world network property. Degree centralities of vertexes within two networks are calculated to find important neuron. And the results are agreed with neural ensemble rate coding.
引用
收藏
页码：356 / 359
页数：4
相关论文
共 50 条
  • [1] Functional Networks Analysis from Multi Neuronal Spike Trains on Prefrontal Cortex of Rat during Working Memory Task and Neuronal Network Simulation
    Qi, Dexuan
    Tian, Xin
    JOURNAL OF COMPUTERS, 2013, 8 (06) : 1377 - 1384
  • [2] Functional connectivity among spike trains in neural assemblies during rat working memory task
    Xie, Jiacun
    Bai, Wenwen
    Liu, Tiaotiao
    Tian, Xin
    BEHAVIOURAL BRAIN RESEARCH, 2014, 274 : 248 - 257
  • [3] Functional Connectivity Analysis from Theta Band of Multi Local Field Potentials on Prefrontal Cortex of Rat during Working Memory Task
    Qi, Dexuan
    Xiao, Zhenguo
    Liu, Shuo
    Jiao, Yongshu
    2017 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2017), VOL 1, 2017, : 30 - 34
  • [4] Anticipatory activity in rat medial prefrontal cortex during a working memory task
    Wenwen Bai
    Tiaotiao Liu
    Hu Yi
    Shuangyan Li
    Xin Tian
    Neuroscience Bulletin, 2012, 28 : 693 - 703
  • [5] Neural Ensemble Coding during Working Memory Task in Rat Prefrontal Cortex
    Bai Wenwen
    Tian Xin
    MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 1291 - 1296
  • [6] Anticipatory activity in rat medial prefrontal cortex during a working memory task
    Wenwen Bai
    Tiaotiao Liu
    Hu Yi
    Shuangyan Li
    Xin Tian
    Neuroscience Bulletin, 2012, 28 (06) : 693 - 703
  • [7] Anticipatory activity in rat medial prefrontal cortex during a working memory task
    Bai, Wenwen
    Liu, Tiaotiao
    Yi, Hu
    Li, Shuangyan
    Tian, Xin
    NEUROSCIENCE BULLETIN, 2012, 28 (06) : 693 - 703
  • [8] Increase of spike-LFP coordination in rat prefrontal cortex during working memory
    Li, Shuangyan
    Ouyang, Mei
    Liu, Tiaotiao
    Bai, Wenwen
    Yi, Hu
    Tian, Xin
    BEHAVIOURAL BRAIN RESEARCH, 2014, 261 : 297 - 304
  • [9] Functional connectivity changes during a working memory task in rat via NMF analysis
    Wei, Jing
    Bai, Wenwen
    Liu, Tiaotiao
    Tian, Xin
    FRONTIERS IN BEHAVIORAL NEUROSCIENCE, 2015, 9
  • [10] ACTIVATION OF PREFRONTAL CORTEX IN CHILDREN DURING A NONSPATIAL WORKING-MEMORY TASK WITH FUNCTIONAL MRI
    CASEY, BJ
    COHEN, JD
    JEZZARD, P
    TURNER, R
    NOLL, DC
    TRAINOR, RJ
    GIEDD, J
    KAYSEN, D
    HERTZPANNIER, L
    RAPOPORT, JL
    NEUROIMAGE, 1995, 2 (03) : 221 - 229
12345