Decomposition of the transfer entropy: Partial conditioning and informative clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7663 LNCS, Issue PART 1, 2012, Pages 226-233

  Wu, Guorong ^a,b   Stramaglia, Sebastiano ^c   Marinazzo, Daniele ^a  

^a GHENT UNIVERSITY   (Belgium)

^b UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^c UNIVERSITY OF BARI   (Italy)

Author keywords

Information theory; networks; redundancy; synergy; transfer entropy

Indexed keywords

FMRI DATA; INFORMATION FLOWS; MULTIVARIATE DATA SETS; SYNERGY; TRANSFER ENTROPY;

DATA PROCESSING; INFORMATION THEORY; NETWORKS (CIRCUITS); REDUNDANCY;

ENTROPY;

EID: 84869047370     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34475-6_28     Document Type: Conference Paper

References (15)

1. Bressler, S.L., Seth, A.K.: NeuroImage 58(2), 323-329 (2011)
2. Granger, C.W.J.: Econometrica 37(3), 424-438 (1969)
3. Wiener, N.: vol. 1. McGraw-Hill, New York (1996)
4. Geweke, J.F.: Journal of the American Statistical Association 79(388), 907-915 (1984)
5. Schreiber, T.: Physical Review Letters 85(2), 461 (2000)
6. Barnett, L., Barrett, A.B., Seth, A.K.: Physical Review Letters 103(23), 238701 (2009)
7. Hlavackova-Schindler, K.: Applied Mathematical Sciences 5, 73-76 (2011)
8. Marinazzo, D., Pellicoro, M., Stramaglia, S.: Computational and Mathematical Methods in Medicine 2012, 303601 (2012)
9. Borst, A., Theunissen, F.E.: Nature neuroscience 2(11), 947-957 (1999)
10. Schneidman, E., Bialek, W., Berry, M.J.: The Journal of Neuroscience 23(37), 11539-11553 (2003)
11. Bettencourt, L., Stephens, G., Ham, M., Gross, G.: Physical Review E 75(2) (2007)
12. Bettencourt, L., Gintautas, V., Ham, M.: Physical Review Letters 100(23) (2008)
13. Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., Joliot, M.: NeuroImage 15(1), 273-289 (2002)
14. Salvador, R., Suckling, J., Coleman, M.R., Pickard, J.D., Menon, D., Bullmore, E.: Cerebral Cortex 15(9), 1332-1342 (2005)
15. Cavanna, A.E., Trimble, M.R.: Brain: a Journal of Neurology 129(Pt 3), 564-583 (2006)