Assessing alpha band event-related synchronisation/desynchronisation using a bio-inspired computational model

Journal of Universal Computer Science

Volumn 18, Issue 13, 2012, Pages 1888-1904

  Bhattacharya, Basabdatta Sen ^a   Coyle, Damien ^b   Maguire, Liam P ^b  

^a UNIVERSITY OF LINCOLN   (United Kingdom)

^b UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

Alpha rhythm; Alzheimer's disease; Event related (de)synchronisation; Thalamo cortical model

Indexed keywords

EID: 84868036676     PISSN: 0948695X     EISSN: 09486968     Source Type: Journal    
DOI: None     Document Type: Article

References (34)

1. Abuhassan, K., Coyle, D., Maguire, L.:"Investigating the neural correlates of pathological cortical networks in Alzheimers Disease using heterogeneous neuronal models"; IEEE Trans. Biomed. Eng. 9 (2012), 890-896.
2. Agosta, F., Rocca, M. A., Pagani, E., Absinta, M., Magnani, G., Marcone, A., Falautano, M., Comi, G., Gorni-Tempini, M. L., Filippi, M.:"Sensorimotor network rewiring in mild cognitive impairment and Alzheimer's disease"; Hum. Br. Mapp. 31, 4 (2010), 515-525.
3. Babajani, A., Soltanian-Zadeh, H.:"Integrated MEG/EEG and fMRI model based on neural masses"; IEEE Trans Biomed Engg 53 (2006) 1794-1801.
4. Babiloni, C., Babiloni, F., Carducci, F., Cincotti, F., Del Percio, C., De Pino, G., Maestrini, S., Priori, A., Tisei, P., Zanetti, O., Rossini, P. M.: "Movement-related Electroencephalographic reactivity in Alzheimer Disease"; Neuroimage 12 (2000), 139-146.
5. Cantero, J., Atienza, M., Cruz-Vadell, A., Suarez-Gonzalez, A., Gil-Neciga, E.:"Increased synchronisation and decreased neural complexity underlie thalamocortical oscillatory dynamics in mild cognitive impairment"; NeuroImage 46 (2009), 938-948.
6. Lopes da Silva, F. H., Hoeks, A., Smits, H., Zetterberg, L. H.:"Model of brain rhythmic activity"; Kybernetic 15 (1974), 23-37.
7. David, O., Friston, K.:"A neural mass model for MEG/EEG: coupling and neuronal dynamics"; NeuroImage 20 (2003), 1743-1755.
8. Dujardin, K., Derambure, P., Bourriez, J., Guieu, J.:"Eventrelated desynchronisation in the functional exploration of cognitive processes"; Pfurtscheller G., Lopes da Silva, F. (Eds.) Handbook of Electroencephal. Clin Neurophysiol Vol. 6, Elsevier (1998), 179-193.
9. Goldman, W., Baty, J., Buckles, V., Sahrmann, S., Morris, J.:"Motor dysfunction in mildly demented AD individuals without extrapyramidal signs"; Neurology 53, 5 (1999), 956-962.
10. Guiller, R. W.: "Branching thalamic afferents link action and perception"; J Neurophysiol 90 (2003), 539-548.
11. Van Horn, S. C., Erisir, A., Sherman, S. M.:"Relative distribution of synapses in the A-laminae of the Lateral Geniculate Nucleus of the cat"; Jour. Comparative Neurol. 416 (2000), 509-520.
12. Jones, E. G.:"Thalamus (Vol. 1 and 2)"; Cambridge, UK, Cambridge University Press (2007).
13. Li, X., Coyle, D., Maguire, L., McGinnity, T.M.:"Grey matter concentration and effective connectivity changes in Alzheimers disease: A longitudinal structural MRI study"; Neuroradiology 53 (2011), 733-48.
14. Moretti, D., Babiloni, C., Binetti, G., Cassetta, E., Forno, E., Ferreric, G., Ferri, R., Lanuzza, B., Miniussi, C., Nobili, F., Rodriguez, G., Salinari, S., Rossini, P.:"Individual analysis of EEG frequency and band power in mild Alzheimer's Disease"; Clin Neurophysiol 115 (2004), 299-308.
15. Niedermeyer, E.:"Alpha rhythms as physiological and abnormal phenomena"; Int J Psychophysiol 26 (1997), 31-49.
16. Pfurtscheller, G., Lopes da Silva, F. H.:"Eventrelated EEG/MEG synchronisation and desynchronistion:basic principles"; Clin Neurophysiol 110 (1999), 1842-1857.
17. Pfurtscheller, G., Aranibar, A.:"Event-related cortical desynchronisation detected by power measurements of scalp EEG"; Electroencephal Clin Neurophysiol 42 (1977), 817-826.
18. Pfurtscheller, G., Pichler-Zalaudek, K., Neuper, C.:"ERD and ERS in voluntary movement of different limbs"; Pfurtscheller G., Lopes da Silva, F. (Eds.) Handbook of Electroencephal. Clin Neurophysiol Vol. 6, Elsevier (1998), 245-268.
19. Pfurtscheller, G.: Niedermeyer, E., Lopes da Silva, F. (Eds.) Electroencephalography, Basic Principles, Clinical Applications and Related Fields 4th Ed., Williams and Wilkins (1998).
20. Pfurtscheller, G., Neuper, C., Schlogl, A., Lugger, K.: "Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters", IEEE Trans Rehab Engg 6, 3 (1998), 316-324.
21. Sen Bhattacharya, B., Coyle, D., Maguire, L.:"A computational modelling approach to investigate alpha rhythm slowing associated with Alzheimer's Disease"; Preprints Conf. Br. Insp. Cog. Sys. 2010 (Jul), 382-392, http: //www.bicsconference.org/BICS2010online-preprints/BICS-Preprints.pdf
22. Sen Bhattacharya, B., Coyle, D., Maguire, L.:"Thalamocortical circuitry and alpha rhythm slowing: an empirical study based on a classic computational model"; Proc. Int. Jt. Conf. Neur. Net. 2010 (Jul), 3912-3918.
23. thConf. Bio-insp. Comp. Th. Appl. 2010 (Sep), 1685-1692.
24. Sen Bhattacharya, B., Coyle, D., Maguire, L.:"Alpha and theta rhythm abnormality in Alzheimer's Disease: a study using a computational model"; Hernandez et al. (Eds.) In Series: Advances in Experimental Medicine and Biology Vol. 718, Springer New York (2011), 57-73.
25. Sen Bhattacharya, B., Coyle, D., Maguire, L.:"Assessing retino-geniculo-cortical connectivities in Alzheimer's Disease with a neural mass model"; Proc. IEEE Symp. Series Comp. Intellig. 2011 (Apr), 159-163.
26. Sen Bhattacharya, B., Coyle, D., Maguire, L.:"A thalamo-cortico-thalamic neural mass model to study alpha rhythms in Alzheimer's Disease"; Neur. Netw. 24 (2011), 631-645.
27. Sen Bhattacharya, B.: "Information recovery from rank-order encoded images"; PhD thesis, School of Computer Science, University of Manchester (March 2008).
28. Sherman, S., Guillery, R.:"Exploring the thalamus and its role in cortical functioning"; New York, Academic Press (2006).
29. Suffczýnski, P.:"Neural dynamics underlying brain thalamic oscillations investigated with computational models"; Phd Thesis, Institute of experimental physics, University of Warsaw (Oct 2000).
30. Suffczýnski, P., Pijn, J., Pfurtscheller, G., Lopes da Silva, F.:"Event-related dynamics of alpha and rhythms: a neuronal network model of focal ERD/surround ERS, " Pfurtscheller G., Lopes da Silva, F. (Eds.) Handbook of Electroencephal. Clin Neurophysiol Vol. 6, Elsevier (1998), 67-85.
31. Ursino, M., Cona, F., Zavaglia M.:"The generation of rhythms within a cortical region: Analysis of a neural mass model"; NeuroImage 52, 3 (2010), 1080-1094.
32. Zavaglia, M., Astolfi, L., Babiloni, F., Ursino, M.:"A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks. "; J Neurosc Methods 157 (2006), 317-329.
33. Zou, X., Coyle, D., Wong-Lin, K., Maguire, L.:"Beta-amyloid induced changes in A-type K+ current can alter hippocampo-septal network dynamics"; J. Comp. Neurosc. (2011), DOI 10.1007/s10827-011-0363-7.
34. Zou, X., Coyle, D., Wong-Lin, K., Maguire, L.:"Computational study of Hippocampal-Septal Theta Rhythm changes due to Beta-Amyloid-altered ionic channels"; PLoS ONE 6 (2011), e21579.