Assessing retino-geniculo-cortical connectivities in Alzheimer's Disease with a neural mass model

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CCMB 2011: 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain

Volumn , Issue , 2011, Pages 159-163

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

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALZHEIMER'S DISEASE; COMPUTATIONAL MODEL; EXPERIMENTAL DATA; LATERAL GENICULATE NUCLEUS; LONGITUDINAL STUDY; MEAN FREQUENCY; MEAN POWER; MODEL EXTENSIONS; MODEL OUTPUTS; NEURAL MASS; NEURONAL CONNECTIVITY; SYNAPTIC CONNECTIVITY;

ALGORITHMS; ELECTROENCEPHALOGRAPHY; MAMMALS; NEURAL NETWORKS; NEURODEGENERATIVE DISEASES;

BRAIN;

EID: 79961157529     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCMB.2011.5952125     Document Type: Conference Paper

References (43)

1. M. Eric Siemers, "Advances in biomarkers and modelling for the development of improved therapeutics: early Alzheimer's treatment," Abstract of talk at: 1st International Congress on Alzheimer's Disease and Advanced Neurotechnologies, February 2010.
2. S. Frost, R. N. Martins, and Y. Kanagasingam, "Ocular biomarkers for early detection of Alzheimer's Disease," Journal of Alzheimer's Disease, vol. 22, no. 1, pp. 1-16, 2010.
3. P. J. Nestor, P. Schelteus, and J. R. Hodges, "Advances in early detection of Alzheimer's Disease," Nature Reviews, pp. S34-S41, 2004, doi:10.1038/nm1433. (Pubitemid 38901865)
4. J. C. de la Torre, "Alzheimer's Disease is incurable but preventable," Journal of Alzheimer's disease, vol. 20, no. 3, pp. 861-870, 2010.
5. W. H. Waugh, "A call to reduce the incidence of Alzheimer's Disease," The journal of applied research, vol. 10, no. 2, pp. 53-57, 2010.
6. J. Dauwels, F. Vialatte, and A. Cichocki, "Diagnosis of Alzheimer's Disease from EEG signals: Where are we standing?" Current Alzheimer's Research, vol. xx, pp. 1-43, 2010.
7. P. S. Aisen, "Alzheimer's Disease therapeutic research: the path forward," Biomed central, vol. 1, pp. 1-6, 2009.
8. M. F. Cordeiro, K. M. Coxon, J. Duggan, S. Nizari, E. M. Normando, S. L. Sensi, A. M. Sillito, F. W. Fitzke, T. E. Salt, and S. E. Moss, "Imaging multiple phases of neurodegeneration: a novel approach to assessing cell death in vivo," Cell Death and Disease, vol. 1, pp. 1-11, 2010.
9. W. J. Tippett and L. E. Sergio, "Visuomotor integration is impaired in early stage Alzheimer's Disease," Brain Research, vol. 1102, pp. 92-102, 2006. (Pubitemid 44109681)
10. P. J. Uhlhaas, J. Pantel, H. Lanfermann, D. Prvulovic, C. Haenschel, K. Maurer, and D. E. J. Linden, "Visual perceptual organization def cits in Alzheimer's dementia," Dementia and Geriatric Cognitive Disorders, vol. 25, no. 5, pp. 465-475, 2008. (Pubitemid 351630081)
11. J. Jeong, "EEG dynamics in patients with Alzheimer's Disease," Clinical Neurophysiology, vol. 115, pp. 1490-1505, 2004. (Pubitemid 38760295)
12. H. Adeli, S. Ghosh-Dastidar, and N. Dadmehr, "Alzheimer's Disease: models of computation and analysis of EEGs," Clinical EEG and Neuroscience, vol. 36, no. 3, pp. 131-136, 2005.
13. S. W. Hughes, M. Lorincz, D. W. Cope, K. L. Blethyn, K. A. Kekesi, H. R. Parri, G. Juhasz, and V. Crunelli, "Synchronised oscillations at a and 9 frequencies in the Lateral Geniculate Nucleus," Neuron, vol. 42, pp. 253-268, 2004. (Pubitemid 38501648)
14. S. W. Hughes and V. Crunelli, "Thalamocortical mechanisms in EEG alpha rhythms and their pathological implications," The Neuroscieniist, vol. 11, no. 4, pp. 357-372, 2005. (Pubitemid 41040864)
15. A. Stoller, "Slowing of the alpha-rhythm of the electroencephalogram and its association with mental deterioration and epilepsy," Journal of Mental Science, vol. 95, pp. 972-984, 1949, doi: 10.1192/bjp.95.401.972.
16. W. Klimesch, "EEG alpha and theta oscillations refect cognitive and memory performance: a review and analysis," Brain Research Reviews, vol. 29, pp. 169-195, 1999. (Pubitemid 29191338)
17. T. Montez, S. S. Foil, B. F. Jones, I. Manshanden, J. P. Verbunt B. W. van Dijk, A. B. Brussaard, A. van Ooyen, C. J. Stam, P. Scheltens, and K. Linkenkaer-Hansen, "Altered temporal correlations in parietal alpha and prefrontal theta oscillations in early-stage Alzheimer's Disease," Proceedings of the National Academy of Science, vol. 106, no. 5, pp. 1614-1619, 2009.
18. B. S. Bhattacharya, D. Coyle, and L. P. Maguire, "A computational modelling approach to investigate alpha rhythm slowing associated with Alzheimer's Disease," in Proceedings of the conference on Brain Inspired Cognitive Systems (BICS), Madrid, Spain, July 2010, pp. 382-392.
19. -, "Thalamocortical circuitry and alpha rhythm slowing: an empirical study based on a classic computational model," in Proceedings of the International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, July 2010, pp. 3912- 3918.
20. F. H. L. da Silva, T. H. M. T. van Lierop, C. F. Schrijer, and W. S. van Leeuwen, "Essential differences between alpha rhythms and barbiturate spindles: spectra and thalamo-cortical coherences," Electroencephalography and Clinical Neurophysiology, vol. 35, pp. 641-645, 1973.
21. P. Suffczyiiski, "Neural dynamics underlying brain thalamic oscillations investigated with computational models," Ph.D. dissertation. Institute of experimental physics, University of Warsaw, October 2000.
22. B. S. Bhattacharya, D. Coyle, and L. P. Maguire, Brain Inspired Cognitive Systems 2010. Springer, 2010, ch. Alpha and theta rhythm abnormality in Alzheimer's Disease: a study using a computational model (invited book chapter, to appear), p. xx.
23. E. G. Jones, The Thalamus, Vol. I and II, 1st ed. Cambridge, UK: Cambridge University Press, 2007.
24. S. M. Sherman and R. W. Guillery, Exploring the thalamus, 1st ed. New York: Academic Press, 2001.
25. B. H. Jansen, G. Zouridakis, and M. E. Brandt, "A neurophysiologically-based mathematical model of f ash visual evoked potentials," Biological Cybernetics, vol. 68, pp. 275-283, 1993.
26. O. David and K. J. Friston, "A neural mass model for MEG/EEG: coupling and neuronal dynamics," NeuroImage, vol. 20, pp. 1743-1755, 2003. (Pubitemid 37468280)
27. B. H. Jansen and V. G. Rit, "Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns," Biological Cybernetics, vol. 73, pp. 357-366, 1995.
28. A. Babajani and H. Soltanian-Zadeh, "Integrated MEG/EEG and tMRI model based on neural masses," IEEE Transactions on Biomedical Engineering, vol. 53, no. 7, pp. 1794-1801, 2006. (Pubitemid 44285907)
29. M. Zavaglia, L. Astolf, F. Babiloni, and M. Ursino, "A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks," Journal of Neuroscience Methods, vol. 157, pp. 317-329, 2006. (Pubitemid 44331969)
30. C.J.Stam, J. Pijn, P.Suffczyhski, and F. da Silva, "Dynamics of the human alpha rhythm:evidence for non-linearity?" Clinical Neurophysiology, vol. 110, pp. 1801-1813, 1999. (Pubitemid 29459158)
31. J. L. Cantero, M. Atienza, G. Gomez-Herrero, A. Cruz-Vadell, E. Gil-Neciga, R. Rodriguez-Romero, and D. Garcia-Solis, "Functional integrity of thalamocortical circuits differentiates normal ageing from mild cognitive impairment," Human Brain Mapping, vol. 30, pp. 3944-3957, 2009.
32. H. Adeli, S. Ghosh-Dastidar, and N. Dadmehr, "Alzheimer's Disease and models of computation: Imaging, classif cation and neural models," Journal of Alzheimer's Disease, vol. 7, no. 3, pp. 187-199, 2005. (Pubitemid 40917248)
33. B. S. Bhattacharya, "Information recovery from rank-order encoded images," Ph.D. dissertation, School of Computer Science, University of Manchester, 2008.
34. B. Amsallem and B. Pollin, "Possible role of the nucleus reticularis thalami (nRT) in the control of specif c, non-specif c thalamic nuclei and cortex activity," Pain, vol. 18, pp. S-283, 1984.
35. F. Crick, "Function of the thalamic reticular complex: the searchlight hypothesis," Proceedings of the National Academy of Sciences, vol. 81, pp. 4586-4590, 1984. (Pubitemid 14055937)
36. U. Kim, M. V. Sanchez-Vives, and D. A. McCormick, "Functional dynamics of gabaergic inhibition in the thalamus," Science, vol. 278, pp. 130-134, 1997. (Pubitemid 27446293)
37. J. Wolfart, D. Debay, G. L. Masson, A. Destexhe, and T. Bal, "Synaptic background activity controls spike transfer from thalamus to cortex," Nature Neuroscience, vol. 8, no. 12, pp. 1760-1767, 2005. (Pubitemid 41683205)
38. A. Destexhe, Computational Neuroscience in Epilepsy. Elsevier, Amsterdam, 2008, ch. Cortico-thalamic feedback: a key to explain absence seizures, pp. 184-214.
39. S. M. Sherman and R. W. Guillery, "Thalamic relay function and their role in cortico-cortical communication: generalizations from the visual system," Neuron, vol. 33, pp. 163-175, 2002. (Pubitemid 34127750)
40. S. M. Sherman, "Thalamic relays and cortical functioning," Progress in Brain Research, vol. 149, pp. 107-126, 2005. (Pubitemid 41450699)
41. S. C. V. Horn, A. Erisir, and S. M. Sherman, "Relative distribution of synapses in the A-laminae of the Lateral Geniculate Nucleus of the cat," The Journal of Comparative Neurology, vol. 416, pp. 509-520, 2000. (Pubitemid 30033490)
42. L. W de Jong, K. van der Hiele, I. M. Veer, J. J. Houwing, R. G. J. Westendorp, E. L. E. M. Bollen, P. W. de Bruin, H. A. M. Middelkoop, M. A. van Buchem, and J. van der Grond, "Strongly reduced volumes of putamen and thalamus in alzheimer's disease: an mri study," Brain, vol. 131, pp. 3277-3285, 2008.
43. J. H. Xuereb, R. H. Perry, J. M. Candy, E. K. Perry, E. Marshall, and J. R. Bonham, "Nerve cell loss in the thalamus in Alzheimer's Disease and Parkinson's Disease," Brain, vol. 114, pp. 1363-1379, 1991.