Deriving Electrophysiological Brain Network Connectivity via Tensor Component Analysis During Freely Listening to Music

Yongjie Zhu; Jia Liu; Klaus Mathiak; Tapani Ristaniemi; Fengyu Cong

doi:10.1109/TNSRE.2019.2953971

Deriving Electrophysiological Brain Network Connectivity via Tensor Component Analysis During Freely Listening to Music

Yongjie Zhu, Jia Liu, Klaus Mathiak, Tapani Ristaniemi, Fengyu Cong

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	IEEE Transactions on Neural Systems and Rehabilitation Engineering
Volume	28
Issue number	2
Pages (from-to)	409-418
Number of pages	10
ISSN	1534-4320
DOIs	https://doi.org/10.1109/TNSRE.2019.2953971
Publication status	Published - Feb 2020
Externally published	Yes
MoE publication type	A1 Journal article-refereed

Fields of Science

Tensor decomposition
frequency-specific brain connectivity
freely listening to music
oscillatory coherence
electroencephalography (EEG)
RESTING-STATE NETWORKS
FUNCTIONAL CONNECTIVITY
DEFAULT MODE
EEG
DECOMPOSITION
SIGNAL
SIGNATURES
PATTERNS
LANGUAGE
CORTEX
3112 Neurosciences

Access to Document

10.1109/TNSRE.2019.2953971

Cite this

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title = "Deriving Electrophysiological Brain Network Connectivity via Tensor Component Analysis During Freely Listening to Music",

keywords = "Tensor decomposition, frequency-specific brain connectivity, freely listening to music, oscillatory coherence, electroencephalography (EEG), RESTING-STATE NETWORKS, FUNCTIONAL CONNECTIVITY, DEFAULT MODE, EEG, DECOMPOSITION, SIGNAL, SIGNATURES, PATTERNS, LANGUAGE, CORTEX, 3112 Neurosciences",

author = "Yongjie Zhu and Jia Liu and Klaus Mathiak and Tapani Ristaniemi and Fengyu Cong",

year = "2020",

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AU - Zhu, Yongjie

AU - Liu, Jia

AU - Mathiak, Klaus

AU - Ristaniemi, Tapani

AU - Cong, Fengyu

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KW - oscillatory coherence

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KW - FUNCTIONAL CONNECTIVITY

KW - DEFAULT MODE

KW - EEG

KW - DECOMPOSITION

KW - SIGNAL

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KW - PATTERNS

KW - LANGUAGE

KW - CORTEX

KW - 3112 Neurosciences

U2 - 10.1109/TNSRE.2019.2953971

DO - 10.1109/TNSRE.2019.2953971

M3 - Article

VL - 28

SP - 409

EP - 418

JO - IEEE Transactions on Neural Systems and Rehabilitation Engineering

JF - IEEE Transactions on Neural Systems and Rehabilitation Engineering

SN - 1534-4320

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