The Annual BCI Award

Victoria Peterson^1*, Nicolás Nieto², Dominik Wyser³, Olivier Lambercy³, Roger Gassert³, Diego H. Milone², Rubén Spies¹

Improving cross-session BCI decoding via a retraining-free optimal transport transfer learning approach

1 Instituto de Matemática Aplicada del Litoral, IMAL, UNL-CONICET, Santa Fe, Argentina
2 Instituto de Investigación en Señales, Sistemas e Inteligencia Computacional, sinc(i), FICH, UNL-CONICET, Santa Fe, Argentina
3 Rehabilitation Engineering Laboratory, ETH Zurich, Zurich, Switzerland

Vincent Rouanne^1*, Thomas Costecalde¹, Félix Martel¹, Serpil Karakas¹, Alim Louis Benabid^1,2, Tetiana Aksenova^1*

Auto-adaptive ECoG-based Brain Machine Interface: training
and adaptation during self-directed use

1 Univ. Grenoble Alpes, CEA, LETI, Clinatec, Grenoble, France
2 CHU Grenoble Alpes, Grenoble, France

Thomas Oxley, Nicholas Opie

Stentrode^TM, a component of the Synchron brain computer interface (BCI)

Synchron Inc.

Igor Lavrov^1,2,3,  Yury Gerasimenko⁴, Tatiana Moshonkina⁴, Vladimir Bulanov⁵, Maxim Averkiev⁵,  Ilia Borishchev⁵, Mikhail Lebedev¹

Application of brain-computer interface based on visuomotor transformation to controlling neurorehabilitation robot and transcutaneous spinal-cord stimulation.

1 V.Zelman Center for Neurobiology and Brain Restoration at Skolkovo Institute for Science and Technology
2 Mayo Clinic
3 Kazan Federal University
4 Pavlov Institute of Physiology of the Russian Academy of Science
5 VIBRAINT Inc.

David A. Moses^*,1,2, Sean L. Metzger^*,1,2,5, Jessie R. Liu^*,1,2,5, Gopala K. Anumanchipalli^1,2, Joseph G. Makin^1,2,
Pengfei F. Sun^1,2, Josh Chartier^1,2, Maximilian E. Dougherty¹, Patricia M. Liu³, Gary M. Abrams⁴, Adelyn Tu-Chan⁴, Karunesh Ganguly^2,4, Edward F. Chang^1,2,5

A direct-speech BCI for decoding words and sentences in a person with severe paralysis and
anarthria

1 Dept. of Neurological Surgery
2 Weill Institute for Neurosciences
3 Dept. of Rehab. Services
4 Dept. of Neurology
5 University of California, Berkeley, CA, USA.

Linfeng Cao¹, Guangye Li¹, Yang Xu¹, Heng Zhang¹, Xiaokang Shu¹ and Dingguo Zhang^2*

Shared Control of Robotic Arm using Hybrid Brain-Computer Interface and Computer Vision

1 Institute of Robotics, Shanghai Jiao Tong University, Shanghai, People’s Republic of China
2 Department of Electronic and Electrical Engineering, University of Bath, Bath, United Kingdom

Noor Kamal Al-Qazzaz, Zaid Abdi Alkareem Alyasseri, Nabeel Salih Ali, Karrar Hameed Abdulkareem, Mohammed Nasser Al-Mhiqani

EEG Feature Fusion for Motor Imagery: A New Robust Framework Towards Stroke Patients Rehabilitation

Information Science and Technology, Universiti Kebangsaan Malaysia 

Ryotaro Hirose¹, Mori Fukuda¹, Daisuke Ito², Kohei Okuyama², Masumi Morishige¹, Masaaki Hayashi¹, Michiyuki Kawakami², Junichi Ushiba³

Clinical evidence in functional recovery of proximal arm muscles in post stroke patients using bihemispheric EEG sensorimotor rhythm neurofeedback

1 School of Fundamental Science and Technology, Graduate School of Keio University, Kanagawa, Japan
2 Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan
3 Department of Biosciences and informatics, Faculty of Science and Technology, Keio University, Kanagawa, Japan.

Takahiro Sanada¹, Satoru Hiroshima¹, Naohiro Tsuyuguchi², Manabu Kinoshita¹

High gamma activity mapping of semi-awake state under general anesthesia.

1 Department of Neurosurgery, Asahikawa Medical University, Asahikawa, Japan
2 Department of Neurosurgery, Kinki University, Sayama, Japan

Lazar I. Jovanovic¹, Cesar Marquez-Chin²

KITE-BCI: Brain-computer interface system for functional electrical stimulation therapy

1 Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
2 KITE, Toronto Rehabilitation Institute – UHN, Toronto, ON, Canada

A Neuroergonomic BCI with Custom Augmented Reality Display Targeting Continuous At-home Use for People Living with ALS

1 School of Biomedical Engineering Science and Health Systems, Drexel University, Philadelphia, USA
2 Temple University, Lewis Katz School of Medicine, Philadelphia, USA
3 Solutions Institute, Drexel University, Philadelphia, USA
4 Department of Psychology, Drexel University, Philadelphia, USA
5 Department of Family and Community Health, University of Pennsylvania, Philadelphia, USA
6 Center for Injury Research and Prevention, Children’s Hospital of Philadelphia, Philadelphia, USA

Seong Hyeon Jo, Hyemin Lee, Hyung-Soon Park

Individual Finger Movement Classification
using Ultra-High Density EEG

Neuro-Rehabilitation Engineering Laboratory, Mechanical Engineering Department, KAIST.