Machine Learning · Computer Science
Unveiling the Heart-Brain Connection: An Analysis of ECG in Cognitive Performance
Akshay Sasi, Malavika Pradeep, Nusaibah Farrukh, Rahul Venugopal +1
2026-01-06
Neurons and Cognition · Quantitative Biology
On the variability of functional connectivity and network measures in source-reconstructed EEG time-series
Matteo Fraschini, Simone Maurizio La Cava, Luca Didaci, Luigi Barberini
2021-02-03
Computer Vision and Pattern Recognition · Computer Science
Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity
Victor Delvigne, Noé Tits, Luca La Fisca, Nathan Hubens +4
2022-01-12
Systems and Control · Computer Science
The role of noise modeling in the estimation of resting-state brain effective connectivity
Giulia Prando, Mattia Zorzi, Alessandra Bertoldo, Alessandro Chiuso
2018-02-16
Applications · Statistics
Cortical current source connectivity by means of partial coherence fields
Roberto D. Pascual-Marqui, Rolando J. Biscay, Pedro A. Valdes-Sosa, Jorge Bosch-Bayard +1
2011-08-20
Human-Computer Interaction · Computer Science
Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario
Kuan-Jung Chiang, Steven Dong, Chung-Kuan Cheng, Tzyy-Ping Jung
2023-05-16
Signal Processing · Electrical Eng. & Systems
Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning
Ryan Cho, Mobasshira Zaman, Kyu Taek Cho, Jaejin Hwang
2024-01-22
Applications · Statistics
Bayesian Modeling of Effective and Functional Brain Connectivity using Hierarchical Vector Autoregressions
Bertil Wegmann, Anders Lundquist, Anders Eklund, Mattias Villani
2021-12-09
Applications · Statistics
Modeling Brain Connectivity with Graphical Models on Frequency Domain
Xu Gao, Weining Shen, Chee-Ming Ting, Steven C. Cramer +2
2018-10-09
Neurons and Cognition · Quantitative Biology
From Correlation to Causation: Estimation of Effective Connectivity from Continuous Brain Signals based on Zero-Lag Covariance
Jonathan Schiefer, Alexander Niederbühl, Volker Pernice, Carolin Lennartz +3
2018-04-10
Neurons and Cognition · Quantitative Biology
Human brain distinctiveness based on EEG spectral coherence connectivity
Daria La Rocca, Patrizio Campisi, Balazs Vegso, Peter Cserti +3
2014-09-10
Neurons and Cognition · Quantitative Biology
EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation
Aleksandra Miljevic, Neil W. Bailey, Fidel Vila-Rodriguez, Sally E. Herring +1
2021-09-01
Applications · Statistics
Region-Referenced Spectral Power Dynamics of EEG Signals: A Hierarchical Modeling Approach
Qian Li, John Shamshoian, Damla Senturk, Catherine Sugar +3
2020-07-24
Neurons and Cognition · Quantitative Biology
Critical comments on EEG sensor space dynamical connectivity analysis
Frederik van de Steen, Luca Faes, Esin Karahan, Jitkomut Songsiri +2
2016-11-09
Signal Processing · Electrical Eng. & Systems
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task
Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Mujdat Cetin
2019-10-23
Machine Learning · Computer Science
Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG Feature
Malavika Pradeep, Akshay Sasi, Nusaibah Farrukh, Rahul Venugopal +1
2026-01-13