User menu

Range-Based ICA Using a Nonsmooth Quasi-Newton Optimizer for Electroencephalographic Source Localization in Focal Epilepsy

Bibliographic reference Suviseshamuthu, Easter Selvan ; George, S. Thomas ; Balakrishnan, R.. Range-Based ICA Using a Nonsmooth Quasi-Newton Optimizer for Electroencephalographic Source Localization in Focal Epilepsy. In: Neural Computation, (2015)
Permanent URL
  1. Absil P.-A., Mahony R., Sepulchre R., Optimization Algorithms on Matrix Manifolds : , ISBN:9781400830244, 10.1515/9781400830244
  2. Albera L., Proceedings of the World Congress on Medical Physics and Biomedical Engineering, 2269 (2010)
  3. Anemüller Jörn, Sejnowski Terrence J., Makeig Scott, Complex independent component analysis of frequency-domain electroencephalographic data, 10.1016/j.neunet.2003.08.003
  4. Boscolo R., Pan H., Roychowdhury V.P., Independent Component Analysis Based on Nonparametric Density Estimation, 10.1109/tnn.2003.820667
  5. Byatt D., Coope I. D., Price C. J., Performance of various BFGS implementations with limited precision second-order information, 10.1017/s1446181100013535
  6. Cardoso J.F., Souloumiac A., Blind beamforming for non-gaussian signals, 10.1049/ip-f-2.1993.0054
  7. Congedo Marco, Gouy-Pailler Cédric, Jutten Christian, On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics, 10.1016/j.clinph.2008.09.007
  8. Delorme Arnaud, Makeig Scott, EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis, 10.1016/j.jneumeth.2003.10.009
  9. Delorme Arnaud, Palmer Jason, Onton Julie, Oostenveld Robert, Makeig Scott, Independent EEG Sources Are Dipolar, 10.1371/journal.pone.0030135
  10. De Vos Maarten, De Lathauwer Lieven, Van Huffel Sabine, Spatially constrained ICA algorithm with an application in EEG processing, 10.1016/j.sigpro.2011.02.019
  11. Dirr Gunther, Helmke Uwe, Lageman Christian, Nonsmooth Riemannian Optimization with Applications to Sphere Packing and Grasping, Lagrangian and Hamiltonian Methods for Nonlinear Control 2006 ISBN:9783540738893 p.29-45, 10.1007/978-3-540-73890-9_2
  12. Gómez-Herrero G., Proceedings of the 7th Nordic Signal Processing Symposium, 130 (2006)
  13. Grin-Yatsenko Vera A., Baas Ineke, Ponomarev Valery A., Kropotov Juri D., Independent component approach to the analysis of EEG recordings at early stages of depressive disorders, 10.1016/j.clinph.2009.11.015
  14. Gulrajani R. M., Bioelectricity and biomagnetism. (1998)
  15. Hild K.E., Erdogmus D., Principe J., Blind source separation using Renyi's mutual information, 10.1109/97.923043
  16. Hoeve M.-J., Proceedings of the 14th Workshop on Circuits, Systems and Signal Processing, 373 (2003)
  17. Huang W., Optimization algorithms on Riemannian manifolds with applications. (2013)
  18. Huiskamp G., Biomedizinische Technik, 42, 84 (1997)
  19. Hunyadi Borbála, Tousseyn Simon, Mijović Bogdan, Dupont Patrick, Van Huffel Sabine, Van Paesschen Wim, De Vos Maarten, ICA Extracts Epileptic Sources from fMRI in EEG-Negative Patients: A Retrospective Validation Study, 10.1371/journal.pone.0078796
  20. Hyvarinen A., Fast and robust fixed-point algorithms for independent component analysis, 10.1109/72.761722
  21. Hyvärinen Aapo, Karhunen Juha, Oja Erkki, Independent Component Analysis, ISBN:047140540X, 10.1002/0471221317
  22. Hyvärinen Aapo, Ramkumar Pavan, Parkkonen Lauri, Hari Riitta, Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis, 10.1016/j.neuroimage.2009.08.028
  23. Jarchi Delaram, Boostani Reza, Taheri Mohammad, Sanei Saeid, Seizure source localization using a hybrid second order blind identification and extended rival penalized competitive learning algorithm, 10.1016/j.bspc.2009.01.004
  24. Jung Tzyy-Ping, Makeig Scott, Humphries Colin, Lee Te-Won, McKeown Martin J., Iragui Vicente, Sejnowski Terrence J., Removing electroencephalographic artifacts by blind source separation, 10.1111/1469-8986.3720163
  25. Knyazev Gennady G., Comparison of spatial and temporal independent component analyses of electroencephalographic data: A simulation study, 10.1016/j.clinph.2013.02.011
  26. Latif M. A., Proceedings of the 15th International Conference on Artificial Neural Networks: Formal Models and Their Applications, 703 (2005)
  27. Lee John, Vrins Frederic, Verleysen Michel, A Least Absolute Bound Approach to ICA ¿ Application to the MLSP 2006 Competition, 10.1109/mlsp.2006.275519
  28. Lee J. A., Proceedings of the 14th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 351 (2006)
  29. Lemaréchal C., Proceedings of the IIASA Workshop on Progress in Nondifferentiable Optimization, 61 (1982)
  30. Lewis Adrian S., Overton Michael L., Nonsmooth optimization via quasi-Newton methods, 10.1007/s10107-012-0514-2
  31. Li Xi-Lin, Adali Tülay, Independent Component Analysis by Entropy Bound Minimization, 10.1109/tsp.2010.2055859
  32. Makeig S., Advances in neural information processing systems, 145 (1996)
  33. Makeig Scott, Gramann Klaus, Jung Tzyy-Ping, Sejnowski Terrence J., Poizner Howard, Linking brain, mind and behavior, 10.1016/j.ijpsycho.2008.11.008
  34. Makeig S., Oxford handbook of event-related potential components, 51 (2012)
  35. Martin D. R., Proceedings of the 8th IEEE international conference on computer vision, 2, 416 (2001)
  36. Miljkovic Nadica, Matic Vladimir, Van Huffel Sabine, Popovic Mirjana B., Independent Component Analysis (ICA) methods for neonatal EEG artifact extraction: Sensitivity to variation of artifact properties, 10.1109/neurel.2010.5644041
  37. Milne Elizabeth, Scope Alison, Pascalis Olivier, Buckley David, Makeig Scott, Independent Component Analysis Reveals Atypical Electroencephalographic Activity During Visual Perception in Individuals with Autism, 10.1016/j.biopsych.2008.07.017
  38. Niedermeyer E., Electroencephalography: Basic principles, clinical applications, and related fields. (2005)
  39. Noachtar Soheyl, Rémi Jan, The role of EEG in epilepsy: A critical review, 10.1016/j.yebeh.2009.02.035
  40. Numerical Optimization, ISBN:0387987932, 10.1007/b98874
  41. Nunez Paul L., Srinivasan Ramesh, Westdorp Andrew F., Wijesinghe Ranjith S., Tucker Don M., Silberstein Richard B., Cadusch Peter J., EEG coherency, 10.1016/s0013-4694(97)00066-7
  42. Oliva Aude, Torralba Antonio, 10.1023/a:1011139631724
  43. Panayiotopoules C. P., A clinical guide to epileptic syndromes and their treatment. (2002)
  44. Dinh-Tuan Pham, Vrins F., Local minima of information-theoretic criteria in blind source separation, 10.1109/lsp.2005.856868
  45. Dinh-Tuan Pham, Vrins F., Verleysen M., On the Risk of Using RÉnyi's Entropy for Blind Source Separation, 10.1109/tsp.2008.928109
  46. Rényi A., Calcul des probabilités. (1966)
  47. Selvan S. E., IEEE Transactions on Neural Networks and Learning Systems
  48. Selvan S. E., Amato U., Gallivan K. A., Chunhong Qi, Carfora M. F., Larobina M., Alfano B., Descent Algorithms on Oblique Manifold for Source-Adaptive ICA Contrast, 10.1109/tnnls.2012.2218060
  49. Selvan S. Easter, Borckmans Pierre B., Chattopadhyay A., Absil P.-A., Spherical Mesh Adaptive Direct Search for Separating Quasi-Uncorrelated Sources by Range-Based Independent Component Analysis, 10.1162/neco_a_00485
  50. Selvan S. E., Proceedings of the 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 519 (2012)
  51. Selvaraj Thomas George, Ramasamy Balakrishnan, Jeyaraj Stanly Johnson, Suviseshamuthu Easter Selvan, EEG Database of Seizure Disorders for Experts and Application Developers, 10.1177/1550059413500960
  52. Seth Sohan, Rao Murali, Park Il, Principe José C., A Unified Framework for Quadratic Measures of Independence, 10.1109/tsp.2011.2153197
  53. Stegmann M.B., Ersboll B.K., Larsen R., Fame-a flexible appearance modeling environment, 10.1109/tmi.2003.817780
  54. Tang Akaysha C., Sutherland Matthew T., McKinney Christopher J., Validation of SOBI components from high-density EEG, 10.1016/j.neuroimage.2004.11.027
  55. Vrins F., Contrast properties of entropic criteria for blind source separation: A unifying framework based on information-theoretic inequalities. (2007)
  56. Vrins F., Lee J.A., Verleysen M., A Minimum-Range Approach to Blind Extraction of Bounded Sources, 10.1109/tnn.2006.889941
  57. Zhukov L., Weinstein D., Johnson C., Independent component analysis for EEG source localization, 10.1109/51.844386