Modelling ECT effects by connectivity changes in cortical neural networks

Neurocomputing

Volumn 69, Issue 10-12, 2006, Pages 1341-1347

  Gu, Y ^a,b,c   Halnes, G ^a   Liljenstrom H ^a,d   von Rosen, D ^a,b   Wahlund, B ^e   Liang, H ^b  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

^b UNIVERSITY OF TEXAS   (United States)

^c TIANJIN UNIVERSITY OF TECHNOLOGY   (China)

^d Agora for Biosystems   (Sweden)

^e KAROLINSKA UNIVERSITY HOSPITAL   (Sweden)

Author keywords

Clinical data; EEG; Fitzhugh Nagumo neurons; Neo cortical network; Neurodynamics

Indexed keywords

BIOMEDICAL ENGINEERING; MATHEMATICAL MODELS; NEUROLOGY; NUMERICAL METHODS;

CLINICAL DATA; CORTICAL NEURAL NETWORKS; ELECTROCONVULSIVE THERAPY (ECT); FITZHUGH-NAGUMO NEURONS; NEURODYNAMICS;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; BRAIN CORTEX; COMPUTER SIMULATION; DEPRESSION; ELECTROCONVULSIVE THERAPY; ELECTROENCEPHALOGRAM; HUMAN; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; PREDICTION; PRIORITY JOURNAL;

EID: 33748795616     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.12.104     Document Type: Article

References (9)

1. Altar C.A., Laeng P., Jurata L.W., Brockman J.A., Lemire A., Bullard J., Bukhman Y.V., Young T.A., Charles V., and Palfreyman M.G. Electroconvulsive seizures regulate gene expression of distinct neurotrophic signaling pathways. Neuroscience 24 11 (2004) 2667-2677
2. Arbib M.A., Érdi P., and Szentágothai J. Neural Organization-Structure, Function and Dynamics (1998), MIT Press, Cambridge, MA
3. Beyer J.L., Weiner R.D., and Glenn M.D. Electroconvulsive Therapy (1998), American Psychiatric Press, Inc., Washington, DC, London, England
4. Gu Y., Halnes G., Liljenström H., and Wahlund B. A cortical network model for clinical EEG data analysis. Neurocomputing 58-60 (2004) 1187-1196
5. Gu Y., Wahlund B., Liljenström H., von Rosen D., and Liang H. Analysis of phase shifts in clinical EEG evoked by ECT. Neurocomputing 65-66 (2005) 475-483
6. Sheperd G.M. The Synaptic Organisation of the Brain (1998), Oxford University Press, Oxford
7. J. Sirosh, R. Miikkulainen, Self-organizing feature maps with lateral connections: modeling ocular dominance, in: M.C. Mozer, P. Smolensky, D.S. Touretzky, J.L. Elman, A.S. Weigend (Eds.), Proceedings of the 1993 Connectionist Models Summer School (CMSS-93, Boulder, CO), Hil, 1994, pp. 31-38.
8. B. Wahlund, P. Piazza, D. von Rosen, J. Castillio-Restrepo, Frequency distribution of ictal EEG patterns after ECT stimulation in subgroups of major depressed, A preliminary study (in revision), J. ECT, in press.
9. Wahlund B., and von Rosen D. ECT of major depressed patients in relation to biological and clinical variables: a brief overview. Neuropsychopharmacology 28 Suppl 1 (2003) S21-S26