Frequency specific co-activation pattern analysis via sparse nonnegative tensor decomposition

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2021.109299 ◽

2021 ◽

pp. 109299

Author(s):

Guoqiang Hu ◽

Deqing Wang ◽

Siwen Luo ◽

Yuxing Hao ◽

Lisa D. Nickerson ◽

...

Keyword(s):

Pattern Analysis ◽

Tensor Decomposition ◽

Activation Pattern ◽

Nonnegative Tensor ◽

Co Activation ◽

Nonnegative Tensor Decomposition

Download Full-text

Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing

10.1109/igarss47720.2021.9554525 ◽

2021 ◽

Author(s):

Meng Ding ◽

Ting-Zhu Huang ◽

Xi-Le Zhao ◽

Jie Lin ◽

Jing-Hua Yang

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Hyperspectral Unmixing ◽

Nonnegative Tensor Decomposition

Download Full-text

Nonnegative Tensor Decomposition and It's Applications in Image Processing

2008 International Conference on Computer Science and Information Technology ◽

10.1109/iccsit.2008.99 ◽

2008 ◽

Author(s):

Hongli Yang ◽

Guoping He ◽

Yulin Dong

Keyword(s):

Image Processing ◽

Tensor Decomposition ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition

The Annals of Applied Statistics ◽

10.1214/18-aoas1228 ◽

2019 ◽

Vol 13 (2) ◽

pp. 1103-1127 ◽

Author(s):

Miaoyan Wang ◽

Jonathan Fischer ◽

Yun S. Song

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Tensor Decomposition ◽

Expression Data ◽

Nonnegative Tensor ◽

Individual Gene ◽

Nonnegative Tensor Decomposition

Download Full-text

A Collective Neurodynamic Optimization Approach to Nonnegative Tensor Decomposition

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_25 ◽

2017 ◽

pp. 207-213

Author(s):

Jianchao Fan ◽

Jun Wang

Keyword(s):

Tensor Decomposition ◽

Optimization Approach ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

Modeling Transition Matrix for a Collaborative Rating Prediction Recommendation System via Nonnegative Tensor Decomposition

2020 15th International Conference on Computer Science & Education (ICCSE) ◽

10.1109/iccse49874.2020.9201809 ◽

2020 ◽

Author(s):

Zhehao Zhou ◽

Shenbao Yu ◽

Jiewen Guan ◽

Bilian Chen ◽

Langcai Cao

Keyword(s):

Transition Matrix ◽

Recommendation System ◽

Tensor Decomposition ◽

Nonnegative Tensor ◽

Rating Prediction ◽

Nonnegative Tensor Decomposition

Download Full-text

A Quadratically Convergent Proximal Algorithm For Nonnegative Tensor Decomposition

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287549 ◽

2021 ◽

Author(s):

Nico Vervliet ◽

Andreas Themelis ◽

Panagiotis Patrinos ◽

Lieven De Lathauwer

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Proximal Algorithm ◽

Nonnegative Tensor Decomposition

Download Full-text

Nonnegative Tensor Decomposition

Compressed Sensing & Sparse Filtering - Signals and Communication Technology ◽

10.1007/978-3-642-38398-4_5 ◽

2013 ◽

pp. 123-148 ◽

Author(s):

N. Hao ◽

L. Horesh ◽

M. E. Kilmer

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

TbCAPs: A toolbox for co-activation pattern analysis

10.1016/j.neuroimage.2020.116621 ◽

2020 ◽

Vol 211 ◽

pp. 116621 ◽

Author(s):

Thomas A.W. Bolton ◽

Constantin Tuleasca ◽

Diana Wotruba ◽

Gwladys Rey ◽

Herberto Dhanis ◽

...

Keyword(s):

Pattern Analysis ◽

Activation Pattern ◽

Download Full-text

Using Multiband Multi-echo Imaging to Improve the Robustness and Repeatability of Co-activation Pattern Analysis for Dynamic Functional Connectivity

10.1016/j.neuroimage.2021.118555 ◽

2021 ◽

pp. 118555

Author(s):

Alexander D. Cohen ◽

Catie Chang ◽

Yang Wang

Keyword(s):

Functional Connectivity ◽

Pattern Analysis ◽

Activation Pattern ◽

Dynamic Functional Connectivity ◽

Download Full-text

Nonnegative tensor decomposition with custom clustering for microphase separation of block copolymers

Statistical Analysis and Data Mining The ASA Data Science Journal ◽

10.1002/sam.11407 ◽

2019 ◽

Vol 12 (4) ◽

pp. 302-310 ◽

Author(s):

Boian S. Alexandrov ◽

Valentin G. Stanev ◽

Velimir V. Vesselinov ◽

Kim Ø. Rasmussen

Keyword(s):

Block Copolymers ◽

Microphase Separation ◽

Tensor Decomposition ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text