CNEL Alumnus: Bilal Fadlallah


Former student webpage:
About Me

I am a PhD candidate at CNEL under the supervision of Prof. Principe. The title of my dissertation is "Quantifying Cognitive Processes in the Human Brain using Measures of Dependence".
 
My Research Interests

Signal and Image Processing, Computational Neuroscience, Machine Learning, Neurophysiological methods using EEG.
 



Links

 
CNEL Papers
Dissertation
1Bilal Fadlallah,"Quantifying Cognitive Processes in the Human Brain using Measures of Dependence", May 2013, University of Florida.(author PDF)
 
Journal Papers
1Bilal Fadlallah, Badong Chen, Andreas Keil and Jose Principe, "Weighted-Permutation Entropy: A Complexity Measure for Time Series Incorporating Amplitude Information", Physical Review Letters, Vol. 87, No. 2, pp. 02291-02298, Jan. 2013,DOI:10.1103/PhysRevE.87.022911 (author PDF)
2Bilal Fadlallah, Sohan Seth, Andreas Keil and Jose Principe, "Quantifying Cognitive State From EEG Using Dependence Measures", Trans. on Biomedical Engineering, Vol. 59, No. 10, pp. 2773-2781, 2012,DOI:10.1109/TBME.2012.2210283 (author PDF)
 
Conference Papers
1Bilal Fadlallah , Luis Sanchez Giraldo, Vladimir Miskovic, Andreas Keil and Jose Principe, "Information Theoretic Classification of Dependence Matrices," ICASSP.(Submitted)
2Bilal Fadlallah and Jose Principe, "Diffusion Least-Mean Squares Over Adaptive Networks with Dynamic Topologies," IJCNN.(Accepted) (author PDF)
3Bilal Fadlallah, Andreas Keil and Jose Principe, "Visualizing Brain Functional Networks using EEG Recordings," EMBS-NE.(Accepted) (author PDF)
4Bilal Fadlallah, Andreas Keil and Jose Principe, "Functional Dependence in the Human Brain: A Graph-Theoretical Analysis", EMBS, pp. 2948-2951, July 2013,DOI:10.1109/EMBC.2013.6610158 (author PDF)
5Lu Wan, Bilal Fadlallah, Andreas Keil and Jose Principe, "Quantifying Cognitive State from EEG using Phase Synchrony", EMBS, pp. 5809-5812, 2013,DOI:10.1109/EMBC.2013.6610872 (author PDF)
6Bilal Fadlallah, Sohan Seth, Andreas Keil and Jose Principe, "Analyzing Dependence Structure of the Human Brain in Response to Visual Stimuli", ICASSP, pp. 745-748, Mar. 2012,DOI:10.1109/ICASSP.2012.6287991 (author PDF)
7Bilal Fadlallah, Sohan Seth, Austin Brockmeier, Lin Li, Andreas Keil and Jose Principe, "An Association Framework to Analyze Dependence Structure in Time Series", EMBS, pp. 6176-6179, 2012,DOI:10.1109/EMBC.2012.6347404 (author PDF)
8Bilal Fadlallah, Sohan Seth, Andreas Keil and Jose Principe, "Robust EEG Preprocessing for Dependence-based Condition Discrimination", EMBS, pp. 1407-1410, 2011,DOI:10.1109/IEMBS.2011.6090331 (author PDF)
 

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