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Vinay Jayaram
Vinay Jayaram
Research Scientist, Meta
Email verificata su tue.mpg.de - Home page
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Citata da
Citata da
Anno
Transfer learning in brain-computer interfaces
V Jayaram, M Alamgir, Y Altun, B Schölkopf, M Grosse-Wentrup
IEEE Computational Intelligence Magazine 11 (1), 20-31, 2016
4332016
MOABB: trustworthy algorithm benchmarking for BCIs
V Jayaram, A Barachant
Journal of Neural Engineering 15 (6), 066011, 2018
1592018
Speech-specific tuning of neurons in human superior temporal gyrus
AM Chan, AR Dykstra, V Jayaram, MK Leonard, KE Travis, B Gygi, ...
Cerebral Cortex 24 (10), 2679-2693, 2014
1562014
2021 BEETL competition: Advancing transfer learning for subject independence and heterogenous EEG data sets
X Wei, AA Faisal, M Grosse-Wentrup, A Gramfort, S Chevallier, V Jayaram, ...
NeurIPS 2021 Competitions and Demonstrations Track, 205-219, 2022
202022
A cognitive brain–computer interface for patients with amyotrophic lateral sclerosis
MR Hohmann, T Fomina, V Jayaram, N Widmann, C Förster, J Just, ...
Progress in brain research 228, 221-239, 2016
182016
Case series: slowing alpha rhythm in late-stage ALS patients
MR Hohmann, T Fomina, V Jayaram, T Emde, J Just, M Synofzik, ...
Clinical Neurophysiology 129 (2), 406-408, 2018
172018
Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis
V Jayaram, N Widmann, C Förster, T Fomina, M Hohmann, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
172015
Exploring the relationship between EMG feature space characteristics and control performance in machine learning myoelectric control
AW Franzke, MB Kristoffersen, V Jayaram, CK van der Sluis, A Murgia, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 21-30, 2020
162020
Tangent space spatial filters for interpretable and efficient Riemannian classification
J Xu, M Grosse-Wentrup, V Jayaram
Journal of Neural Engineering 17 (2), 026043, 2020
142020
Multi-task logistic regression in brain-computer interfaces
KH Fiebig, V Jayaram, J Peters, M Grosse-Wentrup
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
132016
Task-induced frequency modulation features for brain-computer interfacing
V Jayaram, M Hohmann, J Just, B Schölkopf, M Grosse-Wentrup
Journal of Neural Engineering 14 (5), 056015, 2017
112017
Armsym: A virtual human–robot interaction laboratory for assistive robotics
S Bustamante, J Peters, B Schölkopf, M Grosse-Wentrup, V Jayaram
IEEE Transactions on Human-Machine Systems 51 (6), 568-577, 2021
102021
An improved cognitive brain-computer interface for patients with amyotrophic lateral sclerosis
M Hohmann, T Fomina, V Jayaram, C Förster, J Just, M Synofzik, ...
6th International Brain-Computer Interface (BCI) Meeting, 44-44, 2016
52016
Transfer Learning for BCIs
V Jayaram, KH Fiebig, J Peters, M Grosse-Wentrup
Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, 425, 2018
42018
Interpretable Riemannian classification in brain-computer interfacing
J Xu, M Grosse-Wentrup, V Jayaram
22019
Feature extraction from the Hermitian manifold for Brain-Computer Interfaces
J Xu, V Jayaram, B Schölkopf, M Grosse-Wentrup
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 965-968, 2019
22019
A transfer learning approach for adaptive classification in P300 paradigms
V Jayaram, M Grosse-Wentrup
Proceedings of the Sixth International BCI Meeting, 2016
22016
Frequency peak features for low-channel classification in motor imagery paradigms
V Jayaram, B Schölkopf, M Grosse-Wentrup
2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 321-324, 2017
12017
A machine learning approach to taking EEG-based brain-computer interfaces out of the lab
V Jayaram
Universität Tübingen, 2018
2018
A machine learning approach to taking EEG-based computer interfaces out of the lab
V Jayaram
Eberhard Karls Universität Tübingen Tübingen, 2018
2018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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