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Vernon J. Lawhern · SciRah

Researcher profile · Semantic Scholar

Vernon J. Lawhern

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Vernon J. Lawhern — researcher profile on SciRah

h-index: 23
Works: 70
Citations: 7,017

Most-cited papers

EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
Vernon J. Lawhern, Amelia J. Solon, Nicholas R. Waytowich, Stephen M. Gordon +2 more
2016Journal of Neural Engineering5,047 citations Open access
Semantic Scholar
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces
Garrett Warnell, Nicholas R. Waytowich, Vernon J. Lawhern, P. Stone
2017AAAI Conference on Artificial Intelligence310 citations Open access
Semantic Scholar
Compact convolutional neural networks for classification of asynchronous steady-state visual evoked potentials
Nicholas R. Waytowich, Vernon J. Lawhern, J. Garcia, J. Cummings +3 more
2018Journal of Neural Engineering253 citations Open access
Semantic Scholar
Detection and classification of subject-generated artifacts in EEG signals using autoregressive models.
Vernon J. Lawhern, W. Hairston, K. McDowell, Marissa Westerfield +1 more
2012Journal of Neuroscience Methods129 citations Open access
Semantic Scholar
Driver Drowsiness Estimation From EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)
Dong-Rui Wu, Vernon J. Lawhern, Stephen M. Gordon, B. Lance +1 more
2017IEEE transactions on fuzzy systems115 citations Open access
Semantic Scholar
Population Decoding of Motor Cortical Activity using a Generalized Linear Model with Hidden States
Vernon J. Lawhern, Wei Wu, N. Hatsopoulos, L. Paninski
2010Journal of Neuroscience Methods92 citations Open access
Semantic Scholar
Spectral Transfer Learning Using Information Geometry for a User-Independent Brain-Computer Interface
Nicholas R. Waytowich, Vernon J. Lawhern, Addison W. Bohannon, Kenneth Ball +1 more
2016Frontiers in Neuroscience83 citations Open access
Semantic Scholar
Improved Neural Signal Classification in a Rapid Serial Visual Presentation Task Using Active Learning
A. Marathe, Vernon J. Lawhern, Dong-Rui Wu, David Thomas Slayback +1 more
2016IEEE transactions on neural systems and rehabilitation engineering69 citations Open access
Semantic Scholar
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization
Dong-Rui Wu, Vernon J. Lawhern, W. Hairston, B. Lance
2016IEEE transactions on neural systems and rehabilitation engineering67 citations Open access
Semantic Scholar
EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features
Dong-Rui Wu, B. Lance, Vernon J. Lawhern, Stephen M. Gordon +2 more
2017IEEE transactions on neural systems and rehabilitation engineering58 citations Open access
Semantic Scholar
Transfer learning and active transfer learning for reducing calibration data in single-trial classification of visually-evoked potentials
Dong-Rui Wu, B. Lance, Vernon J. Lawhern
2014IEEE International Conference on Systems, Man and Cybernetics56 citations
Semantic Scholar
Detecting alpha spindle events in EEG time series using adaptive autoregressive models
Vernon J. Lawhern, S. Kerick, K. Robbins
2013BMC Neuroscience56 citations Open access
Semantic Scholar
DETECT: A MATLAB Toolbox for Event Detection and Identification in Time Series, with Applications to Artifact Detection in EEG Signals
Vernon J. Lawhern, W. Hairston, K. Robbins
2013PLoS ONE55 citations Open access
Semantic Scholar
The effect of target and non-target similarity on neural classification performance: a boost from confidence
A. Marathe, Anthony J. Ries, Vernon J. Lawhern, B. Lance +3 more
2015Frontiers in Neuroscience47 citations Open access
Semantic Scholar
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Xia Wei, A. Faisal, M. Grosse-Wentrup, Alexandre Gramfort +17 more
2022Neural Information Processing Systems40 citations
Semantic Scholar
Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time
Vinicius G. Goecks, Gregory M. Gremillion, Vernon J. Lawhern, J. Valasek +1 more
2018AAAI Conference on Artificial Intelligence37 citations Open access
Semantic Scholar
Single-trial EEG RSVP classification using convolutional neural networks
Jared Shamwell, Hyungtae Lee, H. Kwon, A. Marathe +2 more
2016Defense + Security37 citations
Semantic Scholar
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Sparse Reward Environments
Vinicius G. Goecks, Gregory M. Gremillion, Vernon J. Lawhern, J. Valasek +1 more
2019Adaptive Agents and Multi-Agent Systems35 citations Open access
Semantic Scholar
Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression
Dong-Rui Wu, Vernon J. Lawhern, Stephen M. Gordon, B. Lance +1 more
2018IEEE International Conference on Systems, Man and Cybernetics35 citations Open access
Semantic Scholar
Reducing Offline BCI Calibration Effort Using Weighted Adaptation Regularization with Source Domain Selection
Dong-Rui Wu, Vernon J. Lawhern, B. Lance
2015IEEE International Conference on Systems, Man and Cybernetics32 citations
Semantic Scholar
Decoding P300 Variability Using Convolutional Neural Networks
Amelia J. Solon, Vernon J. Lawhern, Jon Touryan, Jonathan R. McDaniel +2 more
2019bioRxiv30 citations Open access
Semantic Scholar
Real World BCI: Cross-Domain Learning and Practical Applications
Stephen M. Gordon, Matthew Jaswa, Amelia J. Solon, Vernon J. Lawhern
2017BCIforReal '1725 citations
Semantic Scholar
Efficient Labeling of EEG Signal Artifacts Using Active Learning
Vernon J. Lawhern, David Thomas Slayback, Dong-Rui Wu, B. Lance
2015IEEE International Conference on Systems, Man and Cybernetics25 citations
Semantic Scholar
Rating-based Reinforcement Learning
Devin White, Ming-Kang Wu, Ellen R. Novoseller, Vernon J. Lawhern +2 more
2023AAAI Conference on Artificial Intelligence22 citations Open access
Semantic Scholar
A Narration-based Reward Shaping Approach using Grounded Natural Language Commands
Nicholas R. Waytowich, Sean L. Barton, Vernon J. Lawhern, Garrett Warnell
2019arXiv.org21 citations
Semantic Scholar
Cycle-of-Learning for Autonomous Systems from Human Interaction
Nicholas R. Waytowich, Vinicius G. Goecks, Vernon J. Lawhern
2018arXiv.org20 citations
Semantic Scholar
Informed decomposition of electroencephalographic data.
Stephen M. Gordon, Vernon J. Lawhern, A. Passaro, Kaleb McDowell
2015Journal of Neuroscience Methods20 citations Open access
Semantic Scholar
Cortically Coupled Computing: A New Paradigm for Synergistic Human-Machine Interaction
S. Saproo, J. Faller, Victor Shih, P. Sajda +5 more
2016Computer19 citations
Semantic Scholar
Grounding natural language commands to StarCraft II game states for narration-guided reinforcement learning
Nicholas R. Waytowich, Sean L. Barton, Vernon J. Lawhern, Ethan Stump +1 more
2019Defense + Commercial Sensing17 citations Open access
Semantic Scholar
Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection
Dong-Rui Wu, Vernon J. Lawhern, B. Lance
2015Affective Computing and Intelligent Interaction16 citations
Semantic Scholar
A Permutation Test for Unbalanced Paired Comparisons of Global Field Power
Benjamin T. Files, Vernon J. Lawhern, Anthony J. Ries, A. Marathe
2016Brain Topography15 citations Open access
Semantic Scholar
Isolating Discriminant Neural Activity in the Presence of Eye Movements and Concurrent Task Demands
Jon Touryan, Vernon J. Lawhern, P. Connolly, N. Bigdely-Shamlo +1 more
2017Frontiers in Human Neuroscience14 citations Open access
Semantic Scholar
Guest Editorial for the Special Section on Brain Computer Interface (BCI)
Dong-Rui Wu, B. Lance, Vernon J. Lawhern
2017IEEE transactions on fuzzy systems12 citations
Semantic Scholar
Spectral meta-learner for regression (SMLR) model aggregation: Towards calibrationless brain-computer interface (BCI)
Dong-Rui Wu, Vernon J. Lawhern, Stephen M. Gordon, B. Lance +1 more
2016IEEE International Conference on Systems, Man and Cybernetics12 citations
Semantic Scholar
Crowd-PrefRL: Preference-Based Reward Learning from Crowds
David Chhan, Ellen R. Novoseller, Vernon J. Lawhern
2024arXiv.org10 citations
Semantic Scholar
Collaborative image triage with humans and computer vision
Addison W. Bohannon, Nicholas R. Waytowich, Vernon J. Lawhern, Brian M. Sadler +1 more
2016IEEE International Conference on Systems, Man and Cybernetics10 citations Open access
Semantic Scholar
Classification of non-time-locked rapid serial visual presentation events for brain-computer interaction using deep learning
Zijing Mao, Vernon J. Lawhern, Lenis Mauricio Merino, Kenneth Ball +4 more
2014China Summit and International Conference on Signal and Information Processing10 citations
Semantic Scholar
Optimal Feature Selection for Artifact Classification in EEG Time Series
Vernon J. Lawhern, W. Hairston, K. Robbins
2013Interacción10 citations Open access
Semantic Scholar
The Autoregressive Linear Mixture Model: A Time-Series Model for an Instantaneous Mixture of Network Processes
Addison W. Bohannon, Vernon J. Lawhern, Nicholas R. Waytowich, R. Balan
2020IEEE Transactions on Signal Processing9 citations Open access
Semantic Scholar
Deep Learning Approaches for P300 Classification in Image Triage: Applications to the NAILS Task
Amelia J. Solon, Stephen M. Gordon, B. Lance, Vernon J. Lawhern
2017NTCIR Conference on Evaluation of Information Access Technologies9 citations
Semantic Scholar
Decoding neural activity to assess individual latent state in ecologically valid contexts
Stephen M. Gordon, Jonathan R. McDaniel, Kevin W King, Vernon J. Lawhern +1 more
2023Journal of Neural Engineering8 citations Open access
Semantic Scholar
Imitation Learning with Human Eye Gaze via Multi-Objective Prediction
Ravi Kumar Thakur, M. Sunbeam, Vinicius G. Goecks, Ellen R. Novoseller +5 more
20218 citations
Semantic Scholar
Analyzing P300 Distractors for Target Reconstruction
Jonathan R. McDaniel, Stephen M. Gordon, Amelia J. Solon, Vernon J. Lawhern
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society8 citations Open access
Semantic Scholar
Gaze-Informed Multi-Objective Imitation Learning from Human Demonstrations
R. Bera, Vinicius G. Goecks, Gregory M. Gremillion, Vernon J. Lawhern +2 more
2021arXiv.org7 citations
Semantic Scholar
Collaborative Brain-Computer Interface for Human Interest Detection in Complex and Dynamic Settings
Amelia J. Solon, Stephen M. Gordon, Jonathan R. McDaniel, Vernon J. Lawhern
2018IEEE International Conference on Systems, Man and Cybernetics7 citations Open access
Semantic Scholar
A novel method linking neural connectivity to behavioral fluctuations: Behavior-regressed connectivity.
A. Passaro, J. Vettel, Jonathan R. McDaniel, Vernon J. Lawhern +2 more
2016Journal of Neuroscience Methods7 citations Open access
Semantic Scholar
Scalable Interactive Machine Learning for Future Command and Control
Anna Madison, Ellen R. Novoseller, Vinicius G. Goecks, Benjamin T. Files +6 more
20242024 International Conference on Military Communication and Information Systems (ICMCIS)6 citations Open access
Semantic Scholar
How Low Can You Go? Empirically Assessing Minimum Usable DAQ Performance for Highly Fieldable EEG Systems
W. Hairston, Vernon J. Lawhern
2015Interacción5 citations
Semantic Scholar
Coupling Time Decoding and Trajectory Decoding using a Target-Included Model in the Motor Cortex
Vernon J. Lawhern, N. Hatsopoulos, Wei Wu
2012Neurocomputing5 citations Open access
Semantic Scholar
Modeling the Relationship Between Cognitive State and Task Performance in Passive BCIs using Cross-Dataset Learning
Jonathan R. McDaniel, Stephen M. Gordon, Vernon J. Lawhern
2020IEEE International Conference on Systems, Man and Cybernetics4 citations
Semantic Scholar

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Nicholas R. Waytowich×15
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Amelia J. Solon×6

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