Tulay Adali: search on Z-Library

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1

A Shared Vision for Machine Learning in Neuroscience

Vu, Mai-Anh T., Adali, Tulay, Ba, Demba, Buzsaki, Gyorgy, Carlson, David, Heller, Katherine, Liston, Conor, Rudin, Cynthia, Sohal, Vikaas, Widge, Alik S., Mayberg, Helen S., Sapiro, Guillermo, Dzirasa

Journal:

Journal of Neuroscience

Year:

2018

Language:

english

File:

PDF, 442 KB

english, 2018

2

Decomposing the brain: components and modes, networks and nodes

Vince D. Calhoun, Tom Eichele, Tülay Adalı, Elena A. Allen

Journal:

Trends in Cognitive Sciences

Year:

2012

Language:

english

File:

PDF, 107 KB

english, 2012

3

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions

Via, Javier, Anderson, Matthew, Li, Xi-Lin, Adali, Tulay

Year:

2011

Language:

english

File:

PDF, 231 KB

english, 2011

4

Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation

Adali, Tulay, Schreier, Peter J.

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 1.81 MB

english, 2014

5

[Lecture Notes in Computer Science] Independent Component Analysis and Signal Separation Volume 5441 ||

Adali, Tülay, Jutten, Christian, Romano, João Marcos Travassos, Barros, Allan Kardec

Year:

2009

Language:

english

File:

PDF, 29.04 MB

english, 2009

6

The role of diversity in data-driven analysis of multi-subject fMRI data: Comparison of approaches based on independence and sparsity using global performance metrics

Long, Qunfang, Bhinge, Suchita, Levin-Schwartz, Yuri, Boukouvalas, Zois, Calhoun, Vince D., Adalı, Tülay

Journal:

Human Brain Mapping

Year:

2018

Language:

english

File:

PDF, 2.28 MB

english, 2018

7

Guest Editorial for Special Issue on Machine Learning for Signal Processing

David J. Miller, Tulay Adalı, Jan Larsen, Marc M. Van Hulle

Journal:

Journal of Signal Processing Systems

Year:

2004

Language:

english

File:

PDF, 80 KB

english, 2004

8

A review of multivariate methods for multimodal fusion of brain imaging data

Jing Sui, Tülay Adali, Qingbao Yu, Jiayu Chen, Vince D. Calhoun

Journal:

Journal of Neuroscience Methods

Year:

2012

Language:

english

File:

PDF, 2.90 MB

english, 2012

9

[Lecture Notes in Computer Science] Independent Component Analysis and Signal Separation Volume 5441 || Segmentation of Natural and Man-Made Structures by Independent Component Analysis

Adali, Tülay, Jutten, Christian, Romano, João Marcos Travassos, Barros, Allan Kardec

Year:

2009

Language:

english

File:

PDF, 9.46 MB

english, 2009

10

[Lecture Notes in Computer Science] Independent Component Analysis and Signal Separation Volume 5441 || Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold

Adali, Tülay, Jutten, Christian, Romano, João Marcos Travassos, Barros, Allan Kardec

Year:

2009

Language:

english

File:

PDF, 279 KB

english, 2009

11

[Lecture Notes in Computer Science] Independent Component Analysis and Signal Separation Volume 5441 || Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals

Adali, Tülay, Jutten, Christian, Romano, João Marcos Travassos, Barros, Allan Kardec

Year:

2009

Language:

english

File:

PDF, 1.24 MB

english, 2009

12

Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects

Lahat, Dana, Adali, Tulay, Jutten, Christian

Journal:

Proceedings of the IEEE

Year:

2015

Language:

english

File:

PDF, 695 KB

english, 2015

13

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data

Zhou, Guoxu, Zhao, Qibin, Zhang, Yu, Adali, Tulay, Xie, Shengli, Cichocki, Andrzej

Journal:

Proceedings of the IEEE

Year:

2016

Language:

english

File:

PDF, 2.80 MB

english, 2016

14

Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states

Calhoun, Vince D., Adali, Tulay

Journal:

IEEE Signal Processing Magazine

Year:

2016

Language:

english

File:

PDF, 4.88 MB

english, 2016

15

Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling

Silva, Rogers, Plis, Sergey, Sui, Jing, Pattichis, Marios, Adali, Tulay, Calhoun, Vince

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2016

Language:

english

File:

PDF, 9.25 MB

english, 2016

16

[IEEE 2017 IEEE International Symposium on Circuits and Systems (ISCAS) - Baltimore, MD, USA (2017.5.28-2017.5.31)] 2017 IEEE International Symposium on Circuits and Systems (ISCAS) - Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia

Acar, Evrim, Levin-Schwartz, Yuri, Calhoun, Vince D., Adali, Tulay

Year:

2017

Language:

english

File:

PDF, 1.35 MB

english, 2017

17

A window-less approach for capturing time-varying connectivity in fMRI data reveals the presence of states with variable rates of change

Yaesoubi, Maziar, Adalı, Tülay, Calhoun, Vince D.

Journal:

Human Brain Mapping

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

18

Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification

Du, Wei, Phlypo, Ronald, Adalı, Tülay

Journal:

Journal of Signal Processing Systems

Year:

2018

Language:

english

File:

PDF, 3.58 MB

english, 2018

19

Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs

Yu, Qingbao, Du, Yuhui, Chen, Jiayu, Sui, Jing, Adali, Tulay, Pearlson, Godfrey D., Calhoun, Vince D.

Journal:

Proceedings of the IEEE

Year:

2018

Language:

english

File:

PDF, 3.43 MB

english, 2018

20

The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails

Adali, Tulay, Trussell, H. Joel, Hansen, Lars Kai, Calhoun, Vince D.

Journal:

Proceedings of the IEEE

Year:

2018

Language:

english

File:

PDF, 447 KB

english, 2018

21

A new blind source separation framework for signal analysis and artifact rejection in functional Near-Infrared Spectroscopy

von Lühmann, Alexander, Boukouvalas, Zois, Müller, Klaus-Robert, Adalı, Tülay

Journal:

Year:

2019

File:

PDF, 6.59 MB

2019

22

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Tracing Network Evolution Using The Parafac2 Model

Roald, Marie, Bhinge, Suchita, Jia, Chunying, Calhoun, Vince, Adali, Tulay, Acar, Evrim

Year:

2020

File:

PDF, 1.01 MB

2020

23

Adaptive constrained independent vector analysis: An effective solution for analysis of large-scale medical imaging data

BHINGE, SUCHITA, Long, Qunfang, Vince, Calhoun D., Adali, Tulay

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2020

File:

PDF, 3.13 MB

2020

24

A blockwise relaxation labeling scheme and its application to edge detection in cardiac MR image sequences

Tülay Adalı, Yue Wang, Nidhi Gupta

Journal:

International Journal of Imaging Systems and Technology

Year:

1998

Language:

english

File:

PDF, 431 KB

english, 1998

25

Independent component analysis of 2-D electrophoresis gels

Haleh Safavi, Nicolle Correa, Wei Xiong, Anindya Roy, Tülay Adali, Valeriy R. Korostyshevskiy, Carol C. Whisnant, Françoise Seillier-Moiseiwitsch

Journal:

ELECTROPHORESIS

Year:

2008

Language:

english

File:

PDF, 281 KB

english, 2008

26

Different activation dynamics in multiple neural systems during simulated driving

Vince D. Calhoun, James J. Pekar, Vince B. McGinty, Tulay Adali, Todd D. Watson, Godfrey D. Pearlson

Journal:

Human Brain Mapping

Year:

2002

Language:

english

File:

PDF, 2.31 MB

english, 2002

27

A method for multitask fMRI data fusion applied to schizophrenia

Vince D. Calhoun, Tulay Adalı, Kent A. Kiehl, Robert Astur, James J. Pekar, Godfrey D. Pearlson

Journal:

Human Brain Mapping

Year:

2006

Language:

english

File:

PDF, 409 KB

english, 2006

28

Estimating the number of independent components for functional magnetic resonance imaging data

Yi-Ou Li, Tülay Adalı, Vince D. Calhoun

Journal:

Human Brain Mapping

Year:

2007

Language:

english

File:

PDF, 1.01 MB

english, 2007

29

A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework

Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vincent P. Clark, Vince D. Calhoun

Journal:

Human Brain Mapping

Year:

2009

Language:

english

File:

PDF, 618 KB

english, 2009

30

Comparison of multi-subject ICA methods for analysis of fMRI data

Erik Barry Erhardt, Srinivas Rachakonda, Edward J. Bedrick, Elena A. Allen, Tülay Adali, Vince D. Calhoun

Journal:

Human Brain Mapping

Year:

2011

Language:

english

File:

PDF, 5.63 MB

english, 2011

31

A frequency-domain training approach for equalization and noise suppression in discrete multitone systems

Bo Wang, Tülay Adalı

Journal:

Signal Processing

Year:

2004

Language:

english

File:

PDF, 319 KB

english, 2004

32

Partial likelihood for online order selection

Tülay Adalı, Hongmei Ni

Journal:

Signal Processing

Year:

2005

Language:

english

File:

PDF, 288 KB

english, 2005

33

Detection using correlation bound in a linear mixture model

Wei Wang, Tülay Adalı

Journal:

Signal Processing

Year:

2007

Language:

english

File:

PDF, 216 KB

english, 2007

34

Joint blind source separation by generalized joint diagonalization of cumulant matrices

Xi-Lin Li, Tülay Adalı, Matthew Anderson

Journal:

Signal Processing

Year:

2011

Language:

english

File:

PDF, 779 KB

english, 2011

35

Canonical piecewise linear network for nonlinear filtering and its application to blind equalization

Tülay Adali, Xiao Liu

Journal:

Signal Processing

Year:

1997

Language:

english

File:

PDF, 959 KB

english, 1997

36

Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities

Vince Calhoun, Tülay Adali

Journal:

Journal of Signal Processing Systems

Year:

2006

Language:

english

File:

PDF, 877 KB

english, 2006

37

Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI

Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adalı

Journal:

Journal of Signal Processing Systems

Year:

2011

Language:

english

File:

PDF, 1.03 MB

english, 2011

38

A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks

Vince D. Calhoun, Tulay Adalı, James J. Pekar

Journal:

Magnetic Resonance Imaging

Year:

2004

Language:

english

File:

PDF, 780 KB

english, 2004

39

Performance of blind source separation algorithms for fMRI analysis using a group ICA method

Nicolle Correa, Tülay Adalı, Vince D. Calhoun

Journal:

Magnetic Resonance Imaging

Year:

2007

Language:

english

File:

PDF, 567 KB

english, 2007

40

On steady-state performance of the fixed-point RLS algorithm

Tülay Adali, Sasan H. Ardalan

Journal:

Computers & Electrical Engineering

Year:

1999

Language:

english

File:

PDF, 273 KB

english, 1999

41

Guest Editor's Introduction

Journal:

Journal of Signal Processing Systems

Year:

1998

Language:

english

File:

PDF, 35 KB

english, 1998

42

Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures

Yue Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung

Journal:

Journal of Signal Processing Systems

Year:

1998

Language:

english

File:

PDF, 203 KB

english, 1998

43

Guest Editors' Introduction

Tülay Adalı, Marc Van Hulle, Mahasan Niranjan

Journal:

Journal of Signal Processing Systems

Year:

2000

Language:

english

File:

PDF, 16 KB

english, 2000

44

A General Probabilistic Formulation for Supervised Neural Classifiers

Hongmei Ni, Tülay Adali, Bo Wang, Xiao Liu

Journal:

Journal of Signal Processing Systems

Year:

2000

Language:

english

File:

PDF, 211 KB

english, 2000

45

Guest Editors' Introduction

Mare M. Van Hulle, Jan Larsen, Tülay Adalı

Journal:

Journal of Signal Processing Systems

Year:

2002

Language:

english

File:

PDF, 61 KB

english, 2002

46

Fully Complex Multi-Layer Perceptron Network for Nonlinear Signal Processing

Taehwan Kim, Tülay Adali

Journal:

Journal of Signal Processing Systems

Year:

2002

Language:

english

File:

PDF, 2.07 MB

english, 2002

47

Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data

Wei Xiong, Yi-Ou Li, Nicolle Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adalı

Journal:

Journal of Signal Processing Systems

Year:

2012

Language:

english

File:

PDF, 564 KB

english, 2012

48

Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis

Yi-Ou Li, Tom Eichele, Vince D. Calhoun, Tulay Adali

Journal:

Journal of Signal Processing Systems

Year:

2012

Language:

english

File:

PDF, 1.29 MB

english, 2012

49

A Novel Approach for Target Detection and Classification Using Canonical Correlation Analysis

Wei Wang, Tülay Adalı, Darren Emge

Journal:

Journal of Signal Processing Systems

Year:

2012

Language:

english

File:

PDF, 675 KB

english, 2012

50

A generalization of the Fourier transform and its application to spectral analysis of chirp-like signals

Mamadou Mboup, Tülay Adalı

Journal:

Applied and Computational Harmonic Analysis

Year:

2012

Language:

english

File:

PDF, 717 KB

english, 2012