CHENG Xianjun, WANG Yihong, WANG Rubin. Neurodynamic Analysis of Mutual Antagonism Between Default Mode Networks and Task-Positive Networks[J]. Applied Mathematics and Mechanics, 2019, 40(2): 127-138. doi: 10.21656/1000-0887.390027
Citation: CHENG Xianjun, WANG Yihong, WANG Rubin. Neurodynamic Analysis of Mutual Antagonism Between Default Mode Networks and Task-Positive Networks[J]. Applied Mathematics and Mechanics, 2019, 40(2): 127-138. doi: 10.21656/1000-0887.390027

Neurodynamic Analysis of Mutual Antagonism Between Default Mode Networks and Task-Positive Networks

doi: 10.21656/1000-0887.390027
Funds:  The National Natural Science Foundation of China(11232005;11472104)
  • Received Date: 2018-01-22
  • Rev Recd Date: 2018-04-13
  • Publish Date: 2019-02-01
  • The working mechanism of task-positive activation and task-negative activation is the fundamental element of cognitive function. The imbalance or impairment of this antagonism may induce a series of severe degenerative neurological diseases. However, the neural mechanism of this antagonism is unclear. Based on the mutual synaptic inhibitory assumption for the default mode network and the task-positive network, the numerical simulation of a working memory model was performed under multiple stimuli conditions. The results show that: 1) neural activities of task-positive and task-negative networks appear to antagonize each other; 2) the neural activity decay of the task-negative network will intensify as the count of stimulus directions of working memory increases; 3) the activity of the task-negative network will drop when the neural activity of the brain area related to working memory increases; 4) as the difficulty of working memory rises, the neural activity of the task-negative network will quickly decrease. These computational results match well with the experimental data. Since task-negative activation is the primary property of the default mode network, the mutual synaptic inhibition of default mode and task-positive networks makes the fundamental reason why the antagonism is generated between these 2 networks.
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  • [1]
    BUCKNER R L, ANDREWS-HANNA J R, SCHACTER D L. The Brain’s default network[J]. Annals of the New York Academy of Sciences,2008,1124(1): 1-38.
    [2]
    FOX M D, CORBETTA M, SNYDER A Z, et al. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems[J]. Proceedings of the National Academy of Sciences of the United States of America,2006,103(26): 10046-10051.
    [3]
    GREICIUS M D, KRASNOW B, REISS A L, et al. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis[J]. Proceedings of the National Academy of Sciences of the United States of America,2003,100(1): 253-258.
    [4]
    ANDREWSHANNA J R, SMALLWOOD J, SPRENG R N. The default network and self-generated thought: component processes, dynamic control, and clinical relevance[J]. Annals of the New York Academy of Sciences,2014,1316(1): 29-52.
    [5]
    FOX M D, RAICHLE M E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging[J]. Nature Reviews Neuroscience,2007,8(9): 700-711.
    [6]
    MONTO S, PALVA S, VOIPIO J, et al. Very slow EEG fluctuations predict the dynamics of stimulus detection and oscillation amplitudes in humans[J]. Journal of Neuroscience,2008,28(33): 8268-8272.
    [7]
    PARHIZI B, DALIRI M R, BEHROOZI M. Decoding the different states of visual attention using functional and effective connectivity features in fMRI data[J]. Cognitive Neurodynamics,2018,12(2): 157-170.
    [8]
    MANTINI D, PERRUCCI M G, DEL G C, et al. Electrophysiological signatures of resting state networks in the human brain[J]. Proceedings of the National Academy of Sciences of the United States of America,2007,104(32): 13170-13175.
    [9]
    MAYHEW S D, BAGSHAW A P. Dynamic spatiotemporal variability of alpha-BOLD relationships during the resting-state and task-evoked responses[J]. Neuroimage,2017,155: 120-137.
    [10]
    FOX M D, SNYDER A Z, VINCENT J L, et al. The human brain is intrinsically organized into dynamic, anticorrelated functional networks[J]. Proceedings of the National Academy of Sciences of the United States of America, 2005,102(27): 9673-9678.
    [11]
    HASENKAMP W, WILSONMENDENHALL C D, DUNCAN E, et al. Mind wandering and attention during focused meditation: a fine-grained temporal analysis of fluctuating cognitive states[J]. Neuroimage,2012,59(1): 750-760.
    [12]
    DIXON M L, ANDREWSHANNA J R, SPRENG R N, et al. Interactions between the default network and dorsal attention network vary across default subsystems, time, and cognitive states[J]. Neuroimage,2016,147: 632-649.
    [13]
    CHAI X J, OFEN N, GABRIELI J D E, et al. Selective development of anticorrelated networks in the intrinsic functional organization of the human brain[J]. Journal of Cognitive Neuroscience,2014,26(3): 501-513.
    [14]
    SPRENG R N, STEVENS W D, VIVIANO J D, et al. Attenuated anticorrelation between the default and dorsal attention networks with aging: evidence from task and rest[J]. Neurobiology of Aging,2016,45: 149-160.
    [15]
    BROYD S J, DEMANUELE C, DEBENER S, et al. Default-mode brain dysfunction in mental disorders: a systematic review[J]. Neuroscience and Biobehavioral Reviews,2009,33(3): 279-296.
    [16]
    DENNIS E L, THOMPSON P M. Functional brain connectivity using fMRI in aging and Alzheimer’s disease[J]. Neuropsychology Review,2014,24(1): 49-62.
    [17]
    HEARNE L J, MATTINGLEY J B, COCCHI L. Functional brain networks related to individual differences in human intelligence at rest[J]. Scientific Reports,2016,6: 32328.
    [18]
    FERGUSON M A, ANDERSON J S, SPRENG R N. Fluid and flexible minds: intelligence reflects synchrony in the brain’s intrinsic network architecture[J]. Network Neuroscience,2017,1(2): 192-207.
    [19]
    GAO W, LIN W. Frontal parietal control network regulates the anti-correlated default and dorsal attention networks[J]. Human Brain Mapping,2012,33(1): 192-202.
    [20]
    GOULDEN N, KHUSNULINA A, DAVIS N J, et al. The salience network is responsible for switching between the default mode network and the central executive network: replication from DCM[J]. Neuroimage,2014,99: 180-190.
    [21]
    SRIDHARAN D, LEVITIN D J, MENON V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks[J]. Proceedings of the National Academy of Sciences of the United States of America,2008,105(34): 12569-12574.
    [22]
    ANDERSON J S, FERGUSON M A, LOPEZLARSON M, et al. Connectivity gradients between the default mode and attention control networks[J]. Brain Connectivity,2011,1(2): 147-157.
    [23]
    HAMPSON M, DRIESEN N, ROTH J K, et al. Functional connectivity between task-positive and task-negative brain areas and its relation to working memory performance[J]. Magnetic Resonance Imaging,2010,28(8): 1051-1057.
    [24]
    BLUHM R L, CLARK C R, MCFARLANE A C, et al. Default network connectivity during a working memory task[J]. Human Brain Mapping,2011,32(7): 1029-1035.
    [25]
    SOKOLOFF L. The physiological and biochemical bases of functional brain imaging[J]. Cognitive Neurodynamics,2008,2(1): 1-5.
    [26]
    COMPTE A, BRUNEL N, GOLDMANRAKIC P S, et al. Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model[J]. Cerebral Cortex,2000,10(9): 910-923.
    [27]
    RAICHLE M E. The brain’s default mode network[J]. Annual Review of Neuroscience,2015,38: 433-447.
    [28]
    KIM S Y, LIM W. Dynamical responses to external stimuli for both cases of excitatory and inhibitory synchronization in a complex neuronal network[J]. Cognitive Neurodynamics,2017,11(5): 395-413.
    [29]
    ZENG L L, LIAO Y, ZHOU Z, et al. Default network connectivity decodes brain states with simulated microgravity[J]. Cognitive Neurodynamics,2016,10(2): 113-120.
    [30]
    BERNARDING C, STRAUSS D J, HANNEMANN R, et al. Neurodynamic evaluation of hearing aid features using EEG correlates of listening effort[J]. Cognitive Neurodynamics,2017,11(3): 203-215.
    [31]
    QIU X W, GONG H Q, ZHANG P M, et al. The oscillation-like activity in bullfrog ON-OFF retinal ganglion cell[J]. Cognitive Neurodynamics,2016,10(6): 481-493.
    [32]
    BROUWER G J, ARNEDO V, OFFEN S, et al. Normalization in human somatosensory cortex[J]. Journal of Neurophysiology,2015,114(5): 2588-2599.
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