Nima Bigdely Shamlo

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 7

Top Topics

Transfer Learning

Independent Components

Top Venues

Frontiers Neuroinformatics

Publications

Nima Bigdely Shamlo, Jonathan Touryan, Alejandro Ojeda, Christian Kothe, Tim R. Mullen, Kay Robbins
Automated EEG mega-analysis II: Cognitive aspects of event related features. NeuroImage 207 (2020)
Nima Bigdely Shamlo, Jonathan Touryan, Alejandro Ojeda, Christian Kothe, Tim R. Mullen, Kay Robbins
Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies. NeuroImage 207 (2020)
Gabriel Ibagon, Christian Kothe, Nima Bigdely Shamlo, Tim R. Mullen
Deep Neural Networks for Forecasting Single-Trial Event-Related Neural Activity. SMC (2018)
Nima Bigdely Shamlo, Gabriel Ibagon, Christian Kothe, Tim R. Mullen
Finding the Optimal Cross-Subject EEG Data Alignment Method for Analysis and BCI. SMC (2018)
Nima Bigdely Shamlo, Jeremy Cockfield, Scott Makeig, Thomas Rognon, Chris La Valle, Makoto Miyakoshi, Kay A. Robbins
Hierarchical Event Descriptors (HED): Semi-Structured Tagging for Real-World Events in Large-Scale EEG. Frontiers Neuroinformatics 10 (2016)
Kenneth Ball, Nima Bigdely Shamlo, Tim R. Mullen, Kay Robbins
PWC-ICA: A Method for Stationary Ordered Blind Source Separation with Application to EEG. Comput. Intell. Neurosci. 2016 (2016)
Nima Bigdely Shamlo, Scott Makeig, Kay A. Robbins
Preparing Laboratory and Real-World EEG Data for Large-Scale Analysis: A Containerized Approach. Frontiers Neuroinformatics 10 (2016)
Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Tzyy-Ping Jung, Nima Bigdely Shamlo, Chin-Teng Lin
Selective Transfer Learning for EEG-Based Drowsiness Detection. SMC (2015)
Ozgur Balkan, Nima Bigdely Shamlo, Kenneth Kreutz-Delgado, Scott Makeig
Basis selection for maximally independent EEG sources. EMBC (2014)
Nima Bigdely Shamlo, Tim R. Mullen, Christian Kothe, Kyungmin Su, Kay A. Robbins
The PREP pipeline: standardized preprocessing for large-scale EEG analysis. Frontiers Neuroinformatics 9 (2014)
Nima Bigdely Shamlo, Kenneth Kreutz-Delgado, Christian Kothe, Scott Makeig
Towards an EEG search engine. GlobalSIP (2013)
Thomas Rognon, Rebecca Strautman, Lauren Jett, Nima Bigdely Shamlo, Scott Makeig, Tony Johnson, Kay Robbins
CTAGGER: Semi-structured community tagging for annotation and data-mining in event-rich contexts. GlobalSIP (2013)
Nima Bigdely Shamlo, Tim R. Mullen, Kenneth Kreutz-Delgado, Scott Makeig
Measure projection analysis: A probabilistic approach to EEG source comparison and multi-subject inference. NeuroImage 72 (2013)
Matthew D. Burns, Nima Bigdely Shamlo, Nathaniel J. Smith, Kenneth Kreutz-Delgado, Scott Makeig
Comparison of averaging and regression techniques for estimating Event Related Potentials. EMBC (2013)
Nima Bigdely Shamlo, Kenneth Kreutz-Delgado, Kay Robbins, Makoto Miyakoshi, Marissa Westerfield, Tarik Bel-Bahar, Christian Kothe, Jessica Hsi, Scott Makeig
Hierarchical Event Descriptor (HED) tags for analysis of event-related EEG studies. GlobalSIP (2013)
Nima Bigdely Shamlo, Kenneth Kreutz-Delgado, Christian Kothe, Scott Makeig
EyeCatch: Data-mining over half a million EEG independent components to construct a fully-automated eye-component detector. EMBC (2013)
Scott Makeig, Christian Kothe, Tim R. Mullen, Nima Bigdely Shamlo, Zhilin Zhang, Kenneth Kreutz-Delgado
Evolving Signal Processing for Brain-Computer Interfaces. Proc. IEEE 100 (Centennial-Issue) (2012)
Abdullah Mueen, Eamonn J. Keogh, Qiang Zhu, Sydney Cash, M. Brandon Westover, Nima Bigdely Shamlo
A disk-aware algorithm for time series motif discovery. Data Min. Knowl. Discov. 22 (1-2) (2011)
Arnaud Delorme, Tim R. Mullen, Christian Kothe, Zeynep Akalin Acar, Nima Bigdely Shamlo, Andrey Vankov, Scott Makeig
EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing. Comput. Intell. Neurosci. 2011 (2011)
Scott Makeig, Grace Leslie, Tim R. Mullen, Devpratim Sarma, Nima Bigdely Shamlo, Christian Kothe
First Demonstration of a Musical Emotion BCI. ACII (2) (2011)
Nima Bigdely Shamlo, Scott Makeig
Mind-Mirror: EEG-Guided Image Evolution. HCI (2) (2009)
Abdullah Mueen, Eamonn J. Keogh, Nima Bigdely Shamlo
Finding Time Series Motifs in Disk-Resident Data. ICDM (2009)