Master Classes

Richard Csaky, University of Oxford
Inner Speech Decoding from EEG and MEG
Richard Csaky, Mats W. J. van Es, Oiwi Parker Jones, Mark Woolrich

Matthias Dold, Radboud University Nijmegen
Platform for closed-loop deep brain stimulation research: DAREPLANE
Matthias Dold, Joana Pereira, Bastian Sajonz, Volker A Coenen, Mark L Janssen, Michael W Tangermann

Florencia Garro, Italian Institute of Technology – University of Genoa
Effects of robotic-assistance in ERP modulation for upper-limb exoskeleton control
Florencia Garro, Elena Fenoglio, Inna Forsiuk, Lorenzo De Michieli, Stefano Buccelli, Michela Chiappalone, Marianna Semprini

Tan Gemicioglu, Georgia Institute of Technology
Transitional Gestures for Enhancing ITR and Accuracy in Movement-based BCIs
Tan Gemicioglu, Yuhui Zhao, Melody Jackson, Thad Starner

Kelly Kadlec, Caltech
Distinct patterns of whole-body representation in human motor cortex and posterior parietal cortex
Kelly M Kadlec, Tyson Aflalo, Jorge Gamez, Charles Guan, Emily Rosario, Nader Pouratian, Richard A Andersen

Christoph Kapeller, g.tec medical engineering GmbH
Increased spatial resolution reveals separated EEG activation of individual finger movements
Christoph Kapeller, Leonhard Schreiner, Sebastian Sieghartsleitner, Christoph Guger

Dion Kelly, University of Calgary / Hotchkiss Brain Institute
The effect of gamified calibration environments on P300 and MI BCI performance in children
Dion M Kelly, Brian Irvine, Eli Kinney-Lang, Daniel Comadurán Márquez, Adam Kirton

Araz Minhas, University of Calgary
Does my child know I’m here? EEG signatures of parental comfort for disorders of consciousness in critically ill children.
Araz Minhas, Adam Kirton

Mousa Mustafa, TU Berlin
Decoding Invasive Brain Signals Using Deep Learning
Mousa S Mustafa, Timon Merk, Richard Köhler, Meera Chikermane, Jonathan Vanhoecke, Katharina Faust, Gerd-Helge Schneider, Andrea A Kühn, Benjamin Blankertz, Wolf-Julian Neumann

Juliana Gonzalez Astudillo, Inria
Network features for motor imagery-based brain-computer interfaces
Juliana Gonzalez Astudillo, Fabrizio De Vico Fallani

Ceci Verbaarschot, University of Pittsburgh
The effect of artificially created sensory feedback on motor cortex activity during task performance
Ceci Verbaarschot, Albert Monscheuer, Brian Dekleva, Jennifer L Collinger, Robert A Gaunt

Angela Vujic, MIT
Joie: An Affective Brain-computer Interface (BCI) for Learning Mental Strategies for Positive Affect
Angela Vujic, Shreyas Nisal, Ashley Martin, Pattie Maes

Marc Welter, Inria Bordeaux
EEG Oscillatory Correlates Of Aesthetic Experience ? A Review
Marc Welter, Fabien Lotte

Yahia Ali, Emory University and Georgia Tech
BRAND: A platform for real-time deep network inference in closed-loop BCIs
Yahia H Ali, Kevin Bodkin, Mattia Rigotti-Thompson, Kushant Patel, Bareesh Bhaduri, Samuel R Nason-Tomaszewski, Domenick M Mifsud, Xianda Hou, Claire Nicolas, Shane Allcroft, Leigh R Hochberg, Nicholas Au Yong, Sergey D Stavisky, Lee E Miller, David M Brandman, Chethan Pandarinath

Julia Berezutskaya, Brain Center, University Medical Center Utrecht
Optimizing feature selection for word decoding with high-density ECoG
Julia Berezutskaya

Yiyuan Han, University of Essex
Offline Prediction of Prolonged Acute Pain by means of Convolutional Neural Network Model applied to Electroencephalographic Oscillatory Connectivity
Yiyuan Han, Elia Valentini, Sebastian Halder

Marcel Hinss, ISAE-SUPAERO / ENAC
Labeling mental fatigue for passive BCI applications: Accuracy vs applicability tradeoff
Marcel F Hinss, Emilie S Jahanpour, Anke M Brock, Raphaëlle N Roy

Kriti Kacker, Carnegie Mellon University
Spectral features of EEG signals recorded from a Stentrode in human motor cortex
Kriti Kacker, Nikole Chetty, James Bennet, Peter Yoo, Abbey Sawyer, Ashley Dalrymple, Dev Sarma, Dailyn Despradel, Noam Harel, David Lacomis, Shahram Majidi, Raul Nogueira, Katharine (Katya) Hill, Jennifer Collinger, Adam Fry, Nicholas Opie, Thomas Oxley, David Putrino, Douglas Weber

Satyam Kumar, The university of Texas at Austin
Transfer Learning Promotes Acquisition of Individual BCI Skills
Satyam Kumar, Hussein Alawieh, Frigyes S Racz, Rawan Fakhreddine, José R Millán

Maria Pfeiffer, University of Würzburg
Riemannian vs. Linear P300 classification for a tactile Brain-Computer-Interface in an end-user single-case study
Maria Pfeiffer, Matthias Eidel, Wolfgang Tröger, Thomas Giesler, Andrea Kübler

Ronja Ronnback, Tilburg University
How do ethical concerns differ in active and passive brain-computer interfaces?
Ronja Ronnback, Fenna Blom, Maryam Alimardani

Isabelle Rosenthal, California Institute of Technology
Biological relevance of visual stimuli modulates the temporal binding window between ICMS and vision
Isabelle A Rosenthal, Luke Bashford, David Bjånes, Kelsie Pejsa, Brian Lee, Charles Liu, Richard A Andersen

Mushfika Sultana, University of Essex
Assessing the impact of transcranial Direct Current Stimulation (tDCS) on the enhancement of race driving skills.
Mushfika Sultana, LUCIAN GHEORGHE, Serafeim Perdikis

Ousama Tarahi, Laboratory of Metrology and Information Processing, Faculty of Sciences Agadir, IBN ZOHR University
A simple deep learning model for motor imagery classification
Ousama Tarahi, Soukaina HAMOU, Mustapha MOUFASSIH, Said AGOUNAD, Hafida IDRISSI AZAMI

Joanna Keough, University of Calgary
Mechanisms and impacts of brain-computer interface fatigue in children
Joanna R Keough, Brian Irvine, James Wrightson, Daniel Comaduran Marquez, Adam Kirton, Eli Kinney-Lang

Maxime Verwoert, School for Mental Health and Neuroscience, Maastricht University
Evaluating implant locations for a minimally invasive speech BCI
Maxime Verwoert, Maarten C Ottenhoff, Joaquín Amigó-Vega, Sophocles Goulis, Louis Wagner, Pieter L Kubben, Christian Herff

Nibras Abo Alzahab, Università Politecnica delle Marche
Effect of Auditory Stimuli on Electroencephalography-based Authentication
Nibras Abo Alzahab, Angelo Di Iorio, Marco Baldi, Lorenso Scalise

Sara Ahmadi, Radboud university, Donders Center for Cognition
A Model-based Dynamic Stopping Method for c-VEP BCI
Sara Ahmadi, Peter Desain

Naomi du Bois, Ulster University
Detecting Threat Detection
Naomi du Bois, Leah Hudson, José Sanchez-Bornot, Niall McShane, Damien Coyle

Simon Geukes, UMC Utrecht Brain Center
Ultra-high-density electrocorticography recordings of the human sensorimotor cortex
Simon Geukes, Simon H Geukes, Mariana P Branco, Giovanni Piantoni, Erik J Aarnoutse, Nick F Ramsey

Jose Gonzalez Espana, University of Houston
NeuroExo: A Low cost Non Invasive Brain Computer Interface for upper-limb stroke neurorehabilitation at home
Jose Gonzalez Espana, Alex Craik, Ayman Alamir, Jeff Feng, Jose Luis Contreras-Vidal

Milena Korostenskaja, The Institute of Neuroapproaches
A study on detection of frustration threshold using EEG-based Brain-Machine Interface
Milena Korostenskaja, Svetlana Blashchuk

Horacio Londoño Ramírez, KU Leuven, Imec, Nerf
Actively Multiplexed µECoG Array Based on Thin-Film Electronics for High-Resolution Brain Mapping
Horacio Londoño Ramírez, Xiaohua Huang, Jordi Cools, Anna Chrzanowska, Paoline Coulson, Clément Brunner, Marco Ballini, Nick Van Helleputte, Carolina Mora Lopez, Jan Genoe, Sebastian Haesler

Alexander McClanahan, University of Arkansas for Medical Sciences
Decoding Visual Scenes from Visual Cortex Spikes Using Deep Learning
Alexander McClanahan, Matthew Moench, Brian Kim

Valeria Spagnolo, UNL-CONICET
Co-adaptive BCI based on supervised domain adaptation: results in motor imagery simulated data
Valeria Spagnolo, Catalina M Galvan, Nicolás Nieto, Diego H Milone, Ruben Spies, Victoria Peterson

Benjamin Svejgaard, Aalborg University Hospital
BCI-STAR Project: Associative brain computer interface for upper limb rehabilitation following stroke
Benjamin J Svejgaard, Andrew J Stevensen, Helle R Jørgensen, Boris Modrau, Strahinja Dosen, Natalie Mrachacz-Kersting

Farzaneh Taleb, Robotics, Perception and Learning Division, EECS, KTH Royal Institute of Technology, Stockholm, Sweden
Robust Representation Learning from Corrupted EEG with Contrastive Learning
Farzaneh Taleb, Miguel Vasco, Nona Rajabi, Danica Kragic