The PREP pipeline: standardized preprocessing for large-scale EEG analysis

Nima Bigdely-Shamlo, Tim Mullen, Christian Kothe, +2

Frontiers in Neuroinformatics

EngineeringElectroencephalographySocial SciencesNoisy Channel IdentificationData Science +14

Real-time neuroimaging and cognitive monitoring using wearable dry EEG

Tim Mullen, Christian Kothe, Yu Mike, +5

IEEE Transactions on Biomedical Engineering

EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing

Arnaud Delorme, Tim Mullen, Christian Kothe, +4

Computational Intelligence and Neuroscience

ElectroencephalographySocial SciencesData ScienceCognitive ElectrophysiologyNeurology +16

Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG

Tim Mullen, Christian Kothe, Yu Mike, +5

Real Eeg DataReal-time VisualizationEngineeringBcilab ToolboxesWearable Technology +16

Evolving Signal Processing for Brain–Computer Interfaces

Scott Makeig, Christian Kothe, Tim Mullen, +3

Proceedings of the IEEE

Bci DesignersSocial SciencesSensory NeuroscienceCognitive ElectrophysiologyCognitive Neuroscience +14

How Sensitive Are EEG Results to Preprocessing Methods: A Benchmarking Study

Kay A. Robbins, Jonathan Touryan, Tim Mullen, +2

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Affective NeuroscienceBraincomputer InterfaceBenchmarking StudyAttentionElectroencephalography +19

Augmented Brain Computer Interaction Based on Fog Computing and Linked Data

John K. Zao, Tchin Tze Gan, Chun Kai You, +5

EngineeringFog Computing SecurityBraincomputer InterfaceWearable TechnologyEducation +22

Real-Time Adaptive EEG Source Separation Using Online Recursive Independent Component Analysis

Sheng-Hsiou Hsu, Tim Mullen, Tzyy‐Ping Jung, +1

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Source SeparationEngineeringElectroencephalographySocial SciencesBiomedical Signal Analysis +14

Measure projection analysis: A probabilistic approach to EEG source comparison and multi-subject inference

Nima Bigdely-Shamlo, Tim Mullen, Kenneth Kreutz-Delgado, +1

NeuroImage

Eeg Source ComparisonMedicineEeg Signal ProcessingNeuroimagingStatistical Inference +9

Fast and robust Block-Sparse Bayesian learning for EEG source imaging

Alejandro Ojeda, Kenneth Kreutz-Delgado, Tim Mullen

NeuroImage

Sparse RepresentationEngineeringRobust Block-sparse BayesianEeg Signal ProcessingCompressive Sensing +8