Transcallosal Inhibition during Motor Imagery: Analysis of a Neural Mass Model

The EEG rhythmic activities of the somato-sensory cortex reveal event-related desynchronization (ERD) or event-related synchronization (ERS) in beta band (14–30 Hz) as subjects perform certain tasks or react to specific stimuli. Data reported for imagination of movement support the hypothesis that activation of one sensorimotor area (SMA) can be accompanied by deactivation of the other. In order to improve our understanding of beta ERD/ERS generation, two neural mass models (NMM) of a cortical column taken from Wendling et al. (2002) were interconnected to simulate the transmission of information from one cortex to the other. The results show that the excitation of one cortex leads to inhibition of the other and vice versa, enforcing the Theory of Inhibition. This behavior strongly depends on the initial working point (WP) of the neural populations (between the linear and the upper saturation region of a sigmoidal function) and on how the cortical activation or deactivation can move the WP in the upper saturation region ERD or in the linear region ERS, respectively.

[1]  J. Bellanger,et al.  Epileptic fast activity can be explained by a model of impaired GABAergic dendritic inhibition , 2002, The European journal of neuroscience.

[2]  Onur Güntürkün,et al.  When One Hemisphere Takes Control: Metacontrol in Pigeons (Columba livia) , 2009, PloS one.

[3]  J. Hellige,et al.  Interhemispheric interaction when both hemispheres have access to the same stimulus information. , 1989, Journal of experimental psychology. Human perception and performance.

[4]  Brett W Fling,et al.  Transcallosal sensorimotor fiber tract structure‐function relationships , 2013, Human brain mapping.

[5]  I. V. D. van der Ham,et al.  How does the corpus callosum mediate interhemispheric transfer? A review. , 2011, Behavioural brain research.

[6]  L. Martı́nez-Millán,et al.  Pyramidal and nonpyramidal callosal cells in the striate cortex of the adult rat , 1994, The Journal of comparative neurology.

[7]  G. Hynd,et al.  The Role of the Corpus Callosum in Interhemispheric Transfer of Information: Excitation or Inhibition? , 2005, Neuropsychology Review.

[8]  Agnieszka Grabska-Barwińska,et al.  A model of event-related EEG synchronization changes in beta and gamma frequency bands. , 2006, Journal of theoretical biology.

[9]  U. Ziemann,et al.  Hemispheric asymmetry of transcallosalinhibition in man , 2004, Experimental Brain Research.

[10]  M. Kinsbourne Hemispheric specialization and the growth of human understanding. , 1982, The American psychologist.

[11]  Jacqueline Liederman,et al.  The Dynamics of Interhemispheric Collaboration and Hemispheric Control , 1998, Brain and Cognition.

[12]  F. H. Lopes da Silva Neural mechanisms underlying brain waves: from neural membranes to networks. , 1991, Electroencephalography and clinical neurophysiology.

[13]  G. Pfurtscheller,et al.  Motor imagery activates primary sensorimotor area in humans , 1997, Neuroscience Letters.

[14]  Peter König,et al.  Binding by temporal structure in multiple feature domains of an oscillatory neuronal network , 1994, Biological Cybernetics.

[15]  G. Pfurtscheller Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest. , 1992, Electroencephalography and clinical neurophysiology.

[16]  Mauro Ursino,et al.  The generation of rhythms within a cortical region: Analysis of a neural mass model , 2010, NeuroImage.

[17]  E. van Lunteren,et al.  Improvement of diaphragm and limb muscle isotonic contractile performance by K+ channel blockade , 2010, Journal of NeuroEngineering and Rehabilitation.

[18]  P. Arlotta,et al.  Neuronal subtype specification in the cerebral cortex , 2007, Nature Reviews Neuroscience.

[19]  J. Olavarria,et al.  Areal and laminar organization of corticocortical projections in the rat somatosensory cortex , 1990, The Journal of comparative neurology.

[20]  L. Knaap,et al.  How does the corpus callosum mediate interhemispheric transfer? A review , 2011, Behavioural Brain Research.

[21]  V. Swayze,et al.  Two Hemispheres—One Brain: Functions of the Corpus Callosum , 1987 .

[22]  G Pfurtscheller,et al.  Computational model of thalamo-cortical networks: dynamical control of alpha rhythms in relation to focal attention. , 2001, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[23]  E. Zaidel,et al.  Anatomical-behavioral relationships: Corpus callosum morphometry and hemispheric specialization , 1994, Behavioural Brain Research.

[24]  N Filippini,et al.  Corpus callosum involvement is a consistent feature of amyotrophic lateral sclerosis , 2010, Neurology.

[25]  F. D. Silva Neural mechanisms underlying brain waves: from neural membranes to networks. , 1991 .

[26]  F. D. Silva EEG: Origin and Measurement , 2009 .

[27]  W. Wildman,et al.  Theoretical Neuroscience , 2014 .

[28]  E. Callaway,et al.  Laminar sources of synaptic input to cortical inhibitory interneurons and pyramidal neurons , 2000, Nature Neuroscience.

[29]  L. Astolfi,et al.  A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks , 2006, Journal of Neuroscience Methods.

[30]  E. Rouiller,et al.  Auditory corticocortical interconnections in the cat: evidence for parallel and hierarchical arrangement of the auditory cortical areas , 2004, Experimental Brain Research.

[31]  Gert Pfurtscheller,et al.  The cortical activation model (CAM). , 2006, Progress in brain research.

[32]  D. J. Felleman,et al.  Distributed hierarchical processing in the primate cerebral cortex. , 1991, Cerebral cortex.

[33]  Ben H. Jansen,et al.  Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns , 1995, Biological Cybernetics.

[34]  Yi Zhou,et al.  Modulation effect of transcranial direct current stimulation on phase synchronization in motor imagery brain-computer interface , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[35]  Mauro Ursino,et al.  A thalamo-cortical neural mass model for the simulation of brain rhythms during sleep , 2013, Journal of Computational Neuroscience.

[36]  Suzanne E. Welcome,et al.  How dynamic is interhemispheric interaction? Effects of task switching on the across-hemisphere advantage , 2008, Brain and Cognition.

[37]  W. Freeman Simulation of chaotic EEG patterns with a dynamic model of the olfactory system , 1987, Biological Cybernetics.

[38]  Robert Lindenberg,et al.  Predicting functional motor potential in chronic stroke patients using diffusion tensor imaging , 2012, Human brain mapping.

[39]  B. Varkuti,et al.  Prediction of brain-computer interface aptitude from individual brain structure , 2013, Front. Hum. Neurosci..

[40]  Marco Capogna,et al.  GABAergic and pyramidal neurons of deep cortical layers directly receive and differently integrate callosal input. , 2007, Cerebral cortex.

[41]  S. Hughes,et al.  Thalamic Mechanisms of EEG Alpha Rhythms and Their Pathological Implications , 2005, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[42]  Wei He,et al.  Performance of Motor Imagery Brain-Computer Interface Based on Anodal Transcranial Direct Current Stimulation Modulation , 2013, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[43]  Akio Kimura,et al.  Modulation of mu rhythm desynchronization during motor imagery by transcranial direct current stimulation , 2010, Journal of NeuroEngineering and Rehabilitation.