Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2015.2403298 ◽

2015 ◽

Vol 62 (7) ◽

pp. 1750-1758 ◽

Author(s):

Partha Pratim Acharjee ◽

Ronald Phlypo ◽

Lei Wu ◽

Vince D. Calhoun ◽

Tulay Adali

Keyword(s):

Vector Analysis ◽

Fmri Data ◽

Independent Vector ◽

Artifact Removal ◽

Independent Vector Analysis ◽

Gradient Artifact

Download Full-text

Gradient artifact removal in concurrently acquired EEG data using independent vector analysis

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854727 ◽

2014 ◽

Author(s):

Partha Pratim Acharjee ◽

Ronald Phlypo ◽

Lei Wu ◽

Vince D. Calhoun ◽

Tulay Adali

Keyword(s):

Vector Analysis ◽

Independent Vector ◽

Artifact Removal ◽

Independent Vector Analysis ◽

Eeg Data ◽

Gradient Artifact

Download Full-text

Complete Model Identification Using Independent Vector Analysis: Application to the Fusion of Task FMRI Data

10.1109/dslw51110.2021.9523414 ◽

2021 ◽

Author(s):

M. A. B. S. Akhonda ◽

Ben Gabrielson ◽

Vince D. Calhoun ◽

Tulay Adali

Keyword(s):

Model Identification ◽

Vector Analysis ◽

Fmri Data ◽

Complete Model ◽

Independent Vector ◽

Independent Vector Analysis ◽

Analysis Application

Download Full-text

Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia

10.1016/j.neuroimage.2020.116872 ◽

2020 ◽

Vol 216 ◽

pp. 116872 ◽

Author(s):

Qunfang Long ◽

Suchita Bhinge ◽

Vince D. Calhoun ◽

Tülay Adali

Keyword(s):

Vector Analysis ◽

Fmri Data ◽

Subspace Analysis ◽

Independent Vector ◽

Independent Vector Analysis ◽

Analysis Application

Download Full-text

Adaptive independent vector analysis for multi-subject complex-valued fMRI data

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2017.01.017 ◽

2017 ◽

Vol 281 ◽

pp. 49-63 ◽

Author(s):

Li-Dan Kuang ◽

Qiu-Hua Lin ◽

Xiao-Feng Gong ◽

Fengyu Cong ◽

Vince D. Calhoun

Keyword(s):

Vector Analysis ◽

Fmri Data ◽

Independent Vector ◽

Independent Vector Analysis ◽

Download Full-text

Marginal Spectrum Modulated Hilbert-Huang Transform: Application to Time Courses Extracted by Independent Vector Analysis of Resting-State fMRI Data

10.1007/978-3-030-92310-5_35 ◽

2021 ◽

pp. 299-306

Author(s):

Wei-Xing Li ◽

Chao-Ying Zhang ◽

Li-Dan Kuang ◽

Yue Han ◽

Huan-Jie Li ◽

...

Keyword(s):

Resting State ◽

Resting State Fmri ◽

Vector Analysis ◽

Fmri Data ◽

Independent Vector ◽

Hilbert Huang Transform ◽

Independent Vector Analysis ◽

Marginal Spectrum ◽

Download Full-text

Model order effects on independent vector analysis applied to complex-valued fMRI data

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950473 ◽

2017 ◽

Author(s):

Li-Dan Kuang ◽

Qiu-Hua Lin ◽

Xiao-Feng Gong ◽

Yong-Gang Chen ◽

Fengyu Cong ◽

...

Keyword(s):

Vector Analysis ◽

Fmri Data ◽

Order Effects ◽

Independent Vector ◽

Model Order ◽

Independent Vector Analysis ◽

Download Full-text

Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287733 ◽

2021 ◽

Author(s):

Andreas Brendel ◽

Walter Kellermann

Keyword(s):

Vector Analysis ◽

Eigenvalue Decomposition ◽

Independent Vector ◽

Independent Vector Analysis ◽

Source Extraction

Download Full-text

Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model

10.21437/interspeech.2019-2076 ◽

2019 ◽

Author(s):

Zhaoyi Gu ◽

Jing Lu ◽

Kai Chen

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

Download Full-text

A Combination Method of Deep Learning Speech Separation and Independent Vector Analysis on Multi-channel Source Separation

Proceedings of the 2019 3rd International Symposium on Computer Science and Intelligent Control ◽

10.1145/3386164.3386170 ◽

2019 ◽

Author(s):

Chunpeng Wang ◽

Jie Zhu

Keyword(s):

Deep Learning ◽

Source Separation ◽

Combination Method ◽

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

Download Full-text

Independent Vector Analysis based Convolutive Speech Separation by Estimating Entropy using Recursive Copula Splitting

2020 15th IEEE International Conference on Signal Processing (ICSP) ◽

10.1109/icsp48669.2020.9321020 ◽

2020 ◽

Author(s):

Asim Masood ◽

Renjie Tong ◽

Muhammad Shakeel ◽

Zhongfu Ye

Keyword(s):

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

Download Full-text