Tülay Adali

Jing Sui, Hao He, Godfrey D. Pearlson, Tülay Adali, Kent A. Kiehl, Qingbao Yu, Vincent P. Clark, Eduardo Castro, Tonya White, Bryon A. Mueller, Beng-Choon Ho, Nancy Andreasen, Vince D. Calhoun: Three-way (N-way) fusion of brain imaging data based on mCCA + jICA and its application to discriminating schizophrenia. NeuroImage 66: 119-132 (2013)

Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali: Independent Vector Analysis: Identification Conditions and Performance Bounds. CoRR abs/1303.7474 (2013)

Li Luo, Lai Xu, Rex E. Jung, Godfrey D. Pearlson, Tülay Adali, Vince D. Calhoun: Constrained Source-Based Morphometry Identifies Structural Networks Associated with Default Mode Network. Brain Connectivity 2(1): 33-43 (2012)

Sai Ma, Vince D. Calhoun, Tom Eichele, Wei Du, Tülay Adali: Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. NeuroImage 62(3): 1694-1704 (2012)

Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali: De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. Pattern Recognition 45(6): 2050-2063 (2012)

Matthew Anderson, Xi-Lin Li, Tülay Adali: Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Processing 92(8): 1821-1831 (2012)

Matthew Anderson, Tülay Adali, Xi-Lin Li: Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Transactions on Signal Processing 60(4): 1672-1683 (2012)

Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali: A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Transactions on Signal Processing 60(4): 2049-2055 (2012)

Xi-Lin Li, Tülay Adali: Complex-Valued Linear and Widely Linear Filtering Using MSE and Gaussian Entropy. IEEE Transactions on Signal Processing 60(11): 5672-5684 (2012)

Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali: Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. Signal Processing Systems 67(2): 117-128 (2012)

Yi-Ou Li, Tom Eichele, Vince D. Calhoun, Tülay Adali: Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. Signal Processing Systems 68(1): 31-48 (2012)

Wei Wang, Tülay Adali, Darren Emge: A Novel Approach for Target Detection and Classification Using Canonical Correlation Analysis. Signal Processing Systems 68(3): 379-390 (2012)

Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali: An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP 2012: 1885-1888

Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali: Order detection for dependent samples using entropy rate. ICASSP 2012: 2161-2164

Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun: Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. NeuroImage 54(4): 2867-2884 (2011)

Jing Sui, Godfrey D. Pearlson, Arvind Caprihan, Tülay Adali, Kent A. Kiehl, Jingyu Liu, Jeremy Yamamoto, Vince D. Calhoun: Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. NeuroImage 57(3): 839-855 (2011)

Xi-Lin Li, Tülay Adali, Matthew Anderson: Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Processing 91(10): 2314-2322 (2011)

Tülay Adali, David J. Miller, Konstantinos I. Diamantaras, Jan Larsen: Trends in Machine Learning for Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. 28(6): 193-196 (2011)

Hualiang Li, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali: Application of Independent Component Analysis With Adaptive Density Model to Complex-Valued fMRI Data. IEEE Trans. Biomed. Engineering 58(10): 2794-2803 (2011)

Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali: Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Engineering 58(12): 3406-3417 (2011)

Xi-Lin Li, Tülay Adali: Blind Separation of Noncircular Correlated Sources Using Gaussian Entropy Rate. IEEE Transactions on Signal Processing 59(6): 2969-2975 (2011)

Xi-Lin Li, Tülay Adali, Matthew Anderson: Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Transactions on Signal Processing 59(10): 4516-4528 (2011)

Tülay Adali, Peter J. Schreier, Louis L. Scharf: Complex-Valued Signal Processing: The Proper Way to Deal With Impropriety. IEEE Transactions on Signal Processing 59(11): 5101-5125 (2011)

Mike Novey, E. Ollila, Tülay Adali: On Testing the Extent of Noncircularity. IEEE Transactions on Signal Processing 59(11): 5632-5637 (2011)

Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adali: Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI. Signal Processing Systems 65(3): 497-508 (2011)

Hualiang Li, Tülay Adali: A class of adaptive algorithms based on ML for non-Gaussian linear filtering. CISS 2011: 1-5

Xi-Lin Li, Tülay Adali: Complex-valued Gaussian signal processing: Optimality of MSE, incorporation of full statistics, and a unified view. CISS 2011: 1-5

Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali: Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP 2011: 2520-2523

Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun: Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data. ISBI 2011: 456-459

Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali: Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI 2011: 1019-1022

Sai Ma, Tom Eichele, Nicolle M. Correa, Vince D. Calhoun, Tülay Adali: Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups. ISBI 2011: 1031-1034

Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali: ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI 2011: 1573-1576

Sunil Kumar Arja, Zhaomei Feng, Zikuan Chen, Arvind Caprihan, Kent A. Kiehl, Tülay Adali, Vince D. Calhoun: Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks. NeuroImage 49(4): 3149-3160 (2010)

Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. NeuroImage 50(4): 1438-1445 (2010)

Jing Sui, Tülay Adali, Godfrey D. Pearlson, Honghui Yang, Scott R. Sponheim, Tonya White, Vince D. Calhoun: A CCA + ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. NeuroImage 51(1): 123-134 (2010)

Juan I. Arribas, Vince D. Calhoun, Tülay Adali: Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data. IEEE Trans. Biomed. Engineering 57(12): 2850-2860 (2010)

Xi-Lin Li, Tülay Adali: Complex Independent Component Analysis by Entropy Bound Minimization. IEEE Trans. on Circuits and Systems 57-I(7): 1417-1430 (2010)

Mike Novey, Tülay Adali, Anindya Roy: A complex generalized Gaussian distribution: characterization, generation, and estimation. IEEE Transactions on Signal Processing 58(3): 1427-1433 (2010)

Wei Xiong, Hualiang Li, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: On entropy rate for the complex domain and its application to i.i.d. sampling. IEEE Transactions on Signal Processing 58(4): 2409-2414 (2010)

Xi-Lin Li, Tülay Adali: Independent component analysis by entropy bound minimization. IEEE Transactions on Signal Processing 58(10): 5151-5164 (2010)

Hualiang Li, Tülay Adali: Algorithms for Complex ML ICA and Their Stability Analysis Using Wirtinger Calculus. IEEE Transactions on Signal Processing 58(12): 6156-6167 (2010)

Xi-Lin Li, Matthew Anderson, Tülay Adali: Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA 2010: 197-204

Matthew Anderson, Tülay Adali: A General Approach for Robustification of ICA Algorithms. LVA/ICA 2010: 295-302

Matthew Anderson, Xi-Lin Li, Tülay Adali: Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA 2010: 354-361

Pedro Rodriguez, Tülay Adali, Hualiang Li, Nicolle M. Correa, Vince D. Calhoun: Phase correction and denoising for ICA of complex FMRI data. ICASSP 2010: 497-500

Xi-Lin Li, Tülay Adali: Flexible adaptive filtering by minimization of error entropy bound and its application to system identification. ICASSP 2010: 1886-1889

Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun: Independent subspace analysis with prior information for fMRI data. ICASSP 2010: 1922-1925

Xi-Lin Li, Tülay Adali: Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization. ICASSP 2010: 1934-1937

Hualiang Li, Tülay Adali, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun: Flexible complex ICA of fMRI data. ICASSP 2010: 2050-2053

Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: Fusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis. ICASSP 2010: 5438-5441

Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun: An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. NeuroImage 46(1): 73-86 (2009)

Wei Wang, Tülay Adali, Darren Emge: Subspace Partitioning for Target Detection and Identification. IEEE Transactions on Signal Processing 57(4): 1250-1259 (2009)

Yi-Ou Li, Tülay Adali, Wei Wang, Vince D. Calhoun: Joint blind source separation by multiset canonical correlation analysis. IEEE Transactions on Signal Processing 57(10): 3918-3929 (2009)

Tülay Adali, Hualiang Li, Ronald Aloysius: On properties of the widely linear MSE filter and its LMS implementation. CISS 2009: 876-881

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis. ICASSP 2009: 385-388

Mike Novey, Tülay Adali: Using complex-valued ICA to efficiently combine radar polarimetric data for target detection. ICASSP 2009: 1673-1676

Peter J. Schreier, Tülay Adali, Louis L. Scharf: On ICA of improper and noncircular sources. ICASSP 2009: 3561-3564

Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros (Eds.): Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings. Lecture Notes in Computer Science 5441, Springer 2009, isbn 978-3-642-00598-5

Hualiang Li, Tülay Adali: Complex-Valued Adaptive Signal Processing Using Nonlinear Functions. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun: Introduction to the Issue on fMRI Analysis for Human Brain Mapping. J. Sel. Topics Signal Processing 2(6): 813-816 (2008)

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vincent D. Calhoun: Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia. J. Sel. Topics Signal Processing 2(6): 998-1007 (2008)

Hualiang Li, Tülay Adali: A Class of Complex ICA Algorithms Based on the Kurtosis Cost Function. IEEE Transactions on Neural Networks 19(3): 408-420 (2008)

Mike Novey, Tülay Adali: Complex ICA by Negentropy Maximization. IEEE Transactions on Neural Networks 19(4): 596-609 (2008)

Mike Novey, Tülay Adali: On Extending the Complex FastICA Algorithm to Noncircular Sources. IEEE Transactions on Signal Processing 56(5): 2148-2154 (2008)

Tülay Adali, Hualiang Li, Mike Novey, Jean-François Cardoso: Complex ICA Using Nonlinear Functions. IEEE Transactions on Signal Processing 56(9): 4536-4544 (2008)

Wei Xiong, Yi-Ou Li, Hualiang Li, Tülay Adali, Vince D. Calhoun: On ICA of complex-valued fMRI: Advantages and order selection. ICASSP 2008: 529-532

Lai Xu, Jingyu Liu, Tülay Adali, Vince D. Calhoun: Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls. ICASSP 2008: 533-536

Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tülay Adali, Vince D. Calhoun: A constrained coefficient ica algorithm for group difference enhancement. ICASSP 2008: 593-596

Hualiang Li, Tülay Adali: Stability analysis of complex maximum likelihood ica using Wirtinger calculus. ICASSP 2008: 1801-1804

Mike Novey, Tülay Adali: On quantifying the effects of noncircularity on the complex fastica algorithm. ICASSP 2008: 1809-1812

Yi-Ou Li, Wei Wang, Tülay Adali, Vince D. Calhoun: CCA for joint blind source separation of multiple datasets with application to group FMRI analysis. ICASSP 2008: 1837-1840

Wei Wang, Tülay Adali, Darren Emge: Target detection and identification using canonical correlation analysis and subspace partitioning. ICASSP 2008: 2117-2120

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Examining associations between FMRI and EEG data using canonical correlation analysis. ISBI 2008: 1251-1254

Yi-Ou Li, Tülay Adali, Vince D. Calhoun: A Feature-Selective Independent Component Analysis Method for Functional MRI. Int. J. Biomedical Imaging 2007 (2007)

Wei Wang, Tülay Adali: Detection using correlation bound in a linear mixture model. Signal Processing 87(5): 1118-1127 (2007)

Hualiang Li, Tülay Adali, Wei Wang, Darren Emge, Andrzej Cichocki: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. VLSI Signal Processing 48(1-2): 83-97 (2007)

Jianhua Xuan, Yue Joseph Wang, Matthew T. Freedman, Tülay Adali, Peter G. Shields: Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models. Int. J. Biomedical Imaging 2006 (2006)

Vince D. Calhoun, Tülay Adali: Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities. VLSI Signal Processing 44(1-2): 173-190 (2006)

Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Sample dependence correction for order selection in fMRI analysis. ISBI 2006: 1072-1075

Tülay Adali, Hongmei Ni: Partial likelihood for online order selection. Signal Processing 85(5): 917-926 (2005)

Wenze Xi, Tülay Adali: Integrated MAP equalization and turbo product coding for optical fiber communications systems. GLOBECOM 2005: 6

Danilo P. Mandic, Dragan Obradovic, Anthony Kuh, Tülay Adali, Udo Trutschel, Martin Golz, Philippe De Wilde, Javier A. Barria, Anthony G. Constantinides, Jonathon A. Chambers: Data Fusion for Modern Engineering Applications: An Overview. ICANN (2) 2005: 715-721

Bo Wang, Tülay Adali: A frequency-domain training approach for equalization and noise suppression in discrete multitone systems. Signal Processing 84(2): 327-339 (2004)

David J. Miller, Tülay Adali, Jan Larsen, Marc M. Van Hulle: Guest Editorial for Special Issue on Machine Learning for Signal Processing. VLSI Signal Processing 37(2-3): 171-175 (2004)

Vince D. Calhoun, Godfrey D. Pearlson, Tülay Adali: Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results. VLSI Signal Processing 37(2-3): 281-291 (2004)

Jianhua Xuan, Yue Joseph Wang, Qinfen Zheng, Tülay Adali: A discontinuity-embedded deformable model for surface modeling. Circuits, Signals, and Systems 2004: 273-277

Vince D. Calhoun, Tülay Adali, Yi-Ou Li: Independent Component Analysis of Complex-Valued Functional Magnetic Resonance Imaging Data by Complex Nonlinearities. ISBI 2004: 984-987

Taehwan Kim, Tülay Adali: Approximation by Fully Complex Multilayer Perceptrons. Neural Computation 15(7): 1641-1666 (2003)

Tülay Adali, Hongmei Ni: Partial likelihood for signal processing. IEEE Transactions on Signal Processing 51(1): 204-212 (2003)

Ling Guan, Tülay Adali, Shigeru Katagiri, Jan Larsen, Jose C. Principe: Guest editorial special issue on intelligent multimedia processing. IEEE Transactions on Neural Networks 13(4): 789-792 (2002)

Marc M. Van Hulle, Jan Larsen, Tülay Adali: Guest Editors' Introduction. VLSI Signal Processing 32(1-2): 5-6 (2002)

Taehwan Kim, Tülay Adali: Fully Complex Multi-Layer Perceptron Network for Nonlinear Signal Processing. VLSI Signal Processing 32(1-2): 29-43 (2002)

Taehwan Kim, Tülay Adali: Universal approximation of fully complex feed-forward neural networks. ICASSP 2002: 973-976

Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, J. Pekar: On complex infomax applied to functional MRI data. ICASSP 2002: 1009-1012

Yue Joseph Wang, Tülay Adali, Jianhua Xuan, Zsolt Szabo: Magnetic resonance image analysis by information theoretic criteria and stochastic site models. IEEE Transactions on Information Technology in Biomedicine 5(2): 150-158 (2001)

Tülay Adali, Marc M. Van Hulle, Mahasan Niranjan: Guest Editors' Introduction. VLSI Signal Processing 26(1-2): 5-6 (2000)

Hongmei Ni, Tülay Adali, Bo Wang, Xiao Liu: A General Probabilistic Formulation for Supervised Neural Classifiers. VLSI Signal Processing 26(1-2): 141-153 (2000)

Bo Wang, Tülay Adali: A Weighted Frequency-Domain Least Squares Approach for Equalization in Discrete Multitone Systems. ICC (2) 2000: 1054-1058

Bo Wang, Tülay Adali: Time-Dmain Equalizer Design for Discrete Multitone Systems. ICC (2) 2000: 1080-1084

Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson: Adaptive Filtering of Visual Evoked Responses in FMRI: Variability of Response. SIP 1999: 397-400

Tülay Adali, Yue Joseph Wang, Nidhi Gupta: A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences. Int. J. Imaging Systems and Technology 9(5): 340-350 (1998)

Yue Joseph Wang, Tülay Adali, Sun-Yuan Kung, Zsolt Szabo: Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach. IEEE Transactions on Image Processing 7(8): 1165-1181 (1998)

Tülay Adali: Guest Editor's Introduction. VLSI Signal Processing 18(3): 203-204 (1998)

Yue Joseph Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung: Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures. VLSI Signal Processing 18(3): 219-239 (1998)

Tülay Adali, Bora Bakal, M. Kemal Sönmez, Reza Fakory, C. Oliver Tsaoi: Modeling nuclear reactor core dynamics with recurrent neural networks. Neurocomputing 15(3-4): 363-381 (1997)

Tülay Adali, Xiao Liu: Canonical piecewise linear network for nonlinear filtering and its application to blind equalization. Signal Processing 61(2): 145-155 (1997)

Tülay Adali, Xiao Liu, M. Kemal Sönmez: Conditional distribution learning with neural networks and its application to channel equalization. IEEE Transactions on Signal Processing 45(4): 1051-1064 (1997)

Jianhua Xuan, Yue Joseph Wang, Tülay Adali, Qinfen Zheng: A Deformable Surface-Spine Model for 3-D Surface Registration. ICIP (3) 1997: 236-239

Tülay Adali, Sasan H. Ardalan: On the effect of input signal correlation on weight misadjustment in the RLS algorithm. IEEE Transactions on Signal Processing 43(4): 988-991 (1995)

Jianhua Xuan, Tülay Adali, Yue Joseph Wang: Segmentation of magnetic resonance brain image: integrating region growing and edge detection. ICIP (3) 1995: 544-547

Tülay Adali, Yue Joseph Wang: Probabilistic Neural Networks for Medical Image Quantification. ICIP (3) 1994: 889-892

Tülay Adali, Sasan H. Ardalan: Analysis of a stabilization technique for the fixed-point prewindowed RLS algorithm. IEEE Transactions on Signal Processing 39(9): 2079-2082 (1991)