Vinay Jayaram

Joined

May 2020

Names

Vinay Jayaram

Emails

****@tue.mpg.de (Confirmed)

,

****@gmail.com

Personal Links

Career & Education History

PhD student

Max Planck Institute for Intelligent Systems, Max-Planck Institute (tue.mpg.de)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Bernhard Schoelkopf

Present

Expertise

Motor learning

2019 – 2020

Brain-Machine Interfaces

2014 – 2020

Publications

Interpretable Riemannian Classification in Brain-Computer Interfacing
Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
- 2019 (modified: 17 Feb 2025)
- GBCIC 2019
- Readers: Everyone
Feature extraction from the Hermitian manifold for Brain-Computer Interfaces
Jiachen Xu, Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
- 2019 (modified: 17 Feb 2025)
- NER 2019
- Readers: Everyone
Tangent space spatial filters for interpretable and efficient Riemannian classification
Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
- 2019 (modified: 17 Feb 2025)
- CoRR 2019
- Readers: Everyone
A machine learning approach to taking EEG-based brain-computer interfaces out of the lab
Vinay Jayaram
- 2018 (modified: 07 Nov 2022)
- undefined 2018
- Readers: Everyone
MOABB: Trustworthy algorithm benchmarking for BCIs
Vinay Jayaram, Alexandre Barachant
- 2018 (modified: 07 Nov 2022)
- CoRR 2018
- Readers: Everyone
Bayesian Regression for Artifact correction in Electroencephalography
Karl-Heinz Fiebig, Vinay Jayaram, Thomas Hesse, Alexander Blank, Jan Peters, Moritz Grosse-Wentrup
- 2017 (modified: 17 Feb 2025)
- GBCIC 2017
- Readers: Everyone
Frequency peak features for low-channel classification in motor imagery paradigms
Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
- 2017 (modified: 17 Feb 2025)
- NER 2017
- Readers: Everyone
Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail
Vinay Jayaram, Morteza Alamgir, Yasemin Altun, Bernhard Schölkopf, Moritz Grosse-Wentrup
- 2016 (modified: 17 Feb 2025)
- IEEE Comput. Intell. Mag. 2016
- Readers: Everyone
Multi-task logistic regression in brain-computer interfaces
Karl-Heinz Fiebig, Vinay Jayaram, Jan Peters, Moritz Grosse-Wentrup
- 2016 (modified: 17 Feb 2025)
- SMC 2016
- Readers: Everyone
Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis
Vinay Jayaram, Natalie Widmann, Christian Forster, Tatiana Fomina, Matthias Hohmann, Jennifer Muller vom Hagen, Matthis Synofzik, Bernhard Schölkopf, Ludger Schols, Moritz Grosse-Wentrup
- 2015 (modified: 17 Feb 2025)
- EMBC 2015
- Readers: Everyone

View all 16 publications

Co-Authors