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Nicholas Waytowich
Nicholas Waytowich
AI Research Scientist, U.S. Army Research Laboratory; Columbia University
Verified email at mail.mil - Homepage
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), 056013, 2018
11252018
Deep tamer: Interactive agent shaping in high-dimensional state spaces
G Warnell, N Waytowich, V Lawhern, P Stone
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
1572018
Discriminative feature extraction via multivariate linear regression for SSVEP-based BCI
H Wang, Y Zhang, NR Waytowich, DJ Krusienski, G Zhou, J Jin, X Wang, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (5 …, 2016
1282016
Compact convolutional neural networks for classification of asynchronous steady-state visual evoked potentials
N Waytowich, VJ Lawhern, JO Garcia, J Cummings, J Faller, P Sajda, ...
Journal of neural engineering 15 (6), 066031, 2018
982018
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
592016
Integrating behavior cloning and reinforcement learning for improved performance in dense and sparse reward environments
VG Goecks, GM Gremillion, VJ Lawhern, J Valasek, NR Waytowich
arXiv preprint arXiv:1910.04281, 2019
292019
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
Proceedings of the AAAI conference on artificial intelligence 33 (01), 2462-2470, 2019
292019
Unsupervised adaptive transfer learning for steady-state visual evoked potential brain-computer interfaces
NR Waytowich, J Faller, JO Garcia, JM Vettel, P Sajda
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
272016
Optimization of checkerboard spatial frequencies for steady-state visual evoked potential brain–computer interfaces
NR Waytowich, Y Yamani, DJ Krusienski
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (6 …, 2016
262016
Robot application of a brain computer interface to staubli tx40 robots-early stages
N Waytowich, A Henderson, D Krusienski, D Cox
2010 World Automation Congress, 1-6, 2010
262010
Book Chapter
HA Rashid, H Ren, AN Mazumder, MM Sajadi, T Mohsenin, M Khatwani, ...
IEEE Photonics Journal 6 (2), 1-11, 2014
232014
Measuring collaborative emergent behavior in multi-agent reinforcement learning
SL Barton, NR Waytowich, E Zaroukian, DE Asher
International Conference on Human Systems Engineering and Design: Future …, 2018
222018
Spatial decoupling of targets and flashing stimuli for visual brain–computer interfaces
N Waytowich, D Krusienski
Journal of Neural Engineering 12 (3), 2015
222015
Energy efficient convolutional neural networks for eeg artifact detection
M Khatwani, M Hosseini, H Paneliya, T Mohsenin, WD Hairston, ...
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018
202018
Extending the discrete selection capabilities of the P300 speller to goal-oriented robotic arm control
GD Johnson, NR Waytowich, DJ Cox, DJ Krusienski
2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and …, 2010
182010
Cortically coupled computing: A new paradigm for synergistic human-machine interaction
S Saproo, J Faller, V Shih, P Sajda, NR Waytowich, A Bohannon, ...
Computer 49 (9), 60-68, 2016
172016
Cycle-of-learning for autonomous systems from human interaction
NR Waytowich, VG Goecks, VJ Lawhern
arXiv preprint arXiv:1808.09572, 2018
152018
Improving safety in reinforcement learning using model-based architectures and human intervention
B Prakash, M Khatwani, N Waytowich, T Mohsenin
The Thirty-Second International Flairs Conference, 2019
142019
Learning your way without map or compass: Panoramic target driven visual navigation
D Watkins-Valls, J Xu, N Waytowich, P Allen
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
122020
Energy-efficient hardware for language guided reinforcement learning
A Shiri, AN Mazumder, B Prakash, NK Manjunath, H Homayoun, A Sasan, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 131-136, 2020
112020
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Articles 1–20