Vernon J. Lawhern
Title
Cited by
Cited by
Year
EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces
VJ Lawhern, AJ Solon, NR Waytowich, SM Gordon, CP Hung, BJ Lance
Journal of neural engineering 15 (5), 2018
7452018
Detection and classification of subject-generated artifacts in EEG signals using autoregressive models
V Lawhern, WD Hairston, K McDowell, M Westerfield, K Robbins
Journal of neuroscience methods 208 (2), 181-189, 2012
1292012
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces
G Warnell, N Waytowich, V Lawhern, P Stone
Thirty-Second AAAI Conference on Artificial Intelligence, 1545-1553, 2018
1282018
Population decoding of motor cortical activity using a generalized linear model with hidden states
V Lawhern, W Wu, N Hatsopoulos, L Paninski
Journal of neuroscience methods 189 (2), 267-280, 2010
922010
Driver drowsiness estimation from EEG signals using online weighted adaptation regularization for regression (OwARR)
D Wu, VJ Lawhern, S Gordon, BJ Lance, CT Lin
IEEE Transactions on Fuzzy Systems 25 (6), 1522-1535, 2016
712016
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials
NR Waytowich, VJ Lawhern, JO Garcia, J Cummings, J Faller, P Sajda, ...
Journal of neural engineering 15 (6), 2018
682018
Detecting alpha spindle events in EEG time series using adaptive autoregressive models
V Lawhern, S Kerick, KA Robbins
BMC neuroscience 14 (1), 1-16, 2013
612013
Spectral transfer learning using information geometry for a user-independent brain-computer interface
NR Waytowich, VJ Lawhern, AW Bohannon, KR Ball, BJ Lance
Frontiers in neuroscience 10, 430, 2016
582016
DETECT: A MATLAB toolbox for event detection and identification in time series, with applications to artifact detection in EEG signals
V Lawhern, WD Hairston, K Robbins
PloS one 8 (4), e62944, 2013
552013
Transfer learning and active transfer learning for reducing calibration data in single-trial classification of visually-evoked potentials
D Wu, B Lance, V Lawhern
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014
492014
Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization
D Wu, V Lawhern, D Hairston, B Lance
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2016
482016
Improved neural signal classification in a rapid serial visual presentation task using active learning
A Marathe, V Lawhern, D Wu, D Slayback, B Lance
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (3 …, 2015
432015
The effect of target and non-target similarity on neural classification performance: a boost from confidence
AR Marathe, AJ Ries, VJ Lawhern, BJ Lance, J Touryan, K McDowell, ...
Frontiers in neuroscience 9, 270, 2015
352015
Reducing offline BCI calibration effort using weighted adaptation regularization with source domain selection
D Wu, VJ Lawhern, BJ Lance
2015 IEEE International Conference on Systems, Man, and Cybernetics, 3209-3216, 2015
332015
EEG-based user reaction time estimation using Riemannian geometry features
D Wu, BJ Lance, VJ Lawhern, S Gordon, TP Jung, CT Lin
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (11 …, 2017
302017
Single-trial EEG RSVP classification using convolutional neural networks
J Shamwell, H Lee, H Kwon, AR Marathe, V Lawhern, W Nothwang
Micro-and Nanotechnology Sensors, Systems, and Applications VIII 9836, 983622, 2016
302016
Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression
D Wu, VJ Lawhern, S Gordon, BJ Lance, CT Lin
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
282016
Spike rate and spike timing contributions to coding taste quality information in rat periphery
V Lawhern, AA Nikonov, W Wu, RJ Contreras
Frontiers in Integrative Neuroscience 5, 18, 2011
282011
Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time
VG Goecks, GM Gremillion, VJ Lawhern, J Valasek, NR Waytowich
Thirty-Third AAAI Conference on Artificial Intelligence 33 (1), 2462-2470, 2019
212019
Efficient labeling of EEG signal artifacts using active learning
V Lawhern, D Slayback, D Wu, BJ Lance
2015 IEEE International Conference on Systems, Man, and Cybernetics, 3217-3222, 2015
192015
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