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

N Bigdely-Shamlo, T Mullen, C Kothe, KM Su… - Frontiers in …, 2015 - frontiersin.org
The technology to collect brain imaging and physiological measures has become portable
and ubiquitous, opening the possibility of large-scale analysis of real-world human imaging. …

[HTML][HTML] EEGLAB, SIFT, NFT, BCILAB, and ERICA: new tools for advanced EEG processing

…, C Kothe, ZA Acar, N Bigdely-Shamlo… - Computational …, 2011 - hindawi.com
We describe a set of complementary EEG data collection and processing tools recently
developed at the Swartz Center for ComputationalNeuroscience (SCCN) that connect to and …

[HTML][HTML] Visual evoked responses during standing and walking

K Gramann, JT Gwin, N Bigdely-Shamlo… - Frontiers in human …, 2010 - frontiersin.org
Human cognition has been shaped both by our body structure and by its complex interactions
with its environment. Our cognition is thus inextricably linked to our own and others’ motor …

Brain activity-based image classification from rapid serial visual presentation

N Bigdely-Shamlo, A Vankov… - … on Neural Systems …, 2008 - ieeexplore.ieee.org
We report the design and performance of a brain-computer interface (BCI) system for real-time
single-trial binary classification of viewed images based on participant-specific dynamic …

Evolving signal processing for brain–computer interfaces

…, C Kothe, T Mullen, N Bigdely-Shamlo… - Proceedings of the …, 2012 - ieeexplore.ieee.org
Because of the increasing portability and wearability of noninvasive electrophysiological
systems that record and process electrical signals from the human brain, automated systems for …

[HTML][HTML] MoBILAB: an open source toolbox for analysis and visualization of mobile brain/body imaging data

A Ojeda, N Bigdely-Shamlo, S Makeig - Frontiers in human …, 2014 - frontiersin.org
A new paradigm for human brain imaging, mobile brain/body imaging (MoBI), involves
synchronous collection of human brain activity (via electroencephalography, EEG) and behavior (…

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

N Bigdely-Shamlo, T Mullen, K Kreutz-Delgado… - Neuroimage, 2013 - Elsevier
A crucial question for the analysis of multi-subject and/or multi-session electroencephalographic
(EEG) data is how to combine information across multiple recordings from different …

How sensitive are EEG results to preprocessing methods: a benchmarking study

…, T Mullen, C Kothe, N Bigdely-Shamlo - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Although several guidelines for best practices in EEG preprocessing have been released,
even studies that strictly adhere to those guidelines contain considerable variation in the ways …

[HTML][HTML] BLINKER: Automated extraction of ocular indices from EEG enabling large-scale analysis

K Kleifges, N Bigdely-Shamlo, SE Kerick… - Frontiers in …, 2017 - frontiersin.org
Electroencephalography (EEG) offers a platform for studying the relationships between
behavioral measures, such as blink rate and duration, with neural correlates of fatigue and …

EyeCatch: Data-mining over half a million EEG independent components to construct a fully-automated eye-component detector

N Bigdely-Shamlo, K Kreutz-Delgado… - 2013 35th Annual …, 2013 - ieeexplore.ieee.org
Independent component analysis (ICA) can find distinct sources of electroencephalographic
(EEG) activity, both brain-based and artifactual, and has become a common pre-…