The Effects of Individual Differences, Non-Stationarity, and the Importance of Data Partitioning Decisions for Training and Testing of EEG Cross-Participant Models

Classification of Alcoholic EEG Signals Using a Deep Learning Method

(2020) Leila Farsi et al.   IEEE SENSORS JOURNAL

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface

(2019) Haider Raza et al.   NEUROCOMPUTING

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

Combining Inter-Subject Modeling with a Subject-Based Data Transformation to Improve Affect Recognition from EEG Signals

(2019) Miguel Arevalillo-Herráez et al.   SENSORS

Dynamical Hurst analysis identifies EEG channel differences between PTSD and healthy controls

(2018) Bahareh Rahmani et al.   PLoS One

Cross-Participant EEG-Based Assessment of Cognitive Workload Using Multi-Path Convolutional Recurrent Neural Networks

(2018) Ryan Hefron et al.   SENSORS

Deep long short-term memory structures model temporal dependencies improving cognitive workload estimation

(2017) Ryan G. Hefron et al.   PATTERN RECOGNITION LETTERS

Individual differences in EEG correlates of recognition memory due to DAT polymorphisms

(2017) Paolo Medrano et al.   Brain and Behavior

Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system

(2017) Jianliang Min et al.   PLoS One

A comparative stationarity analysis of EEG signals

(2016) V. Rasoulzadeh et al.   ANNALS OF OPERATIONS RESEARCH

Did I Do That? Abnormal Predictive Processes in Schizophrenia When Button Pressing to Deliver a Tone

(2013) Judith M. Ford et al.   SCHIZOPHRENIA BULLETIN

Visual gamma oscillations: The effects of stimulus type, visual field coverage and stimulus motion on MEG and EEG recordings

(2012) S.D. Muthukumaraswamy et al.   NEUROIMAGE

Individual Differences in EEG Spectral Power Reflect Genetic Variance in Gray and White Matter Volumes

(2012) Dirk J. A. Smit et al.   Twin Research and Human Genetics

Hippocampal-Prefrontal Connectivity Predicts Midfrontal Oscillations and Long-Term Memory Performance

(2011) Michael X. Cohen   CURRENT BIOLOGY

Application of Covariate Shift Adaptation Techniques in Brain–Computer Interfaces

(2010) Yan Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

FASTER: Fully Automated Statistical Thresholding for EEG artifact Rejection

(2010) H. Nolan et al.   JOURNAL OF NEUROSCIENCE METHODS

Resting GABA concentration predicts peak gamma frequency and fMRI amplitude in response to visual stimulation in humans

(2009) S. D. Muthukumaraswamy et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA