The Annual BCI Award

Giacomo Valle¹, Ali H. Alamri², John E. Downey¹, Robin Lienkämper³, Patrick M. Jordan¹, Lee E. Miller^7,8,9,10, Robert A. Gaunt^3,4,5, Charles M. Greenspon¹,+, Sliman J. Bensmaia^1,2

Synthetic touch for brain-controlled bionic hands: tactile edges and motion via
patterned microstimulation of the human somatosensory cortex

¹ Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.
² Committee on Computational Neuroscience, University of Chicago, Chicago, IL.
³ Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.
⁴ Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA.
⁵ Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA.
⁶ Neuroscience Institute, University of Chicago, Chicago, IL.
⁷ Department of Neuroscience, Northwestern University, Chicago, IL.
⁸ Department of Biomedical Engineering, Northwestern University, Evanston, IL.
⁹ Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL.
¹⁰ Shirley Ryan Ability Lab, Chicago, IL.

Thibault Collin^1,2,3, Icare Sakr^1,2,3, Valeria Spagnolo^1,2,3, Nadine Intering^1,2,3, Julie Hervé^1,2,3, Sergio Charpak^1,2,3, Gaia Carparelli^1,2,3, Ina Bianca Yu^1,2,3, Alice Bruel^1,2,3, Grégory Dumont^1,2,3, Pierre Bessot⁴, Charlotte Jacquet⁴, Anne Watrin⁴, Léa Bole-Feysot^1,2,3, Charles-David Sasportes^1,2,3, Malo Simondin^1,2,3, Felix Martel⁵, Serpil Karakas⁵, Pedro Abranches^1,2,3, Nicolas Hankov^1,2,3, Philippe Forero^1,2,3, Andrea Galvez^1,2,3, Jean-Baptiste Ledoux⁶, Carole Poulin^1,2,3, Camille Haxaire^1,2,3, Fabio Becce⁶, Stefano Carda³, Matthieu Bosquet⁵, Marina D'Ercole⁴, Julien Dedelley⁴, Erika Ross⁴, Léonie Asboth^1,2,3, Robin Demesmeaker^1,2,3, Fabien Sauter⁵, Olivier Faivre⁵, Tetiana Aksenova⁵, Guillaume Charvet⁵, Jocelyne Bloch^1,2,3, Grégoire Courtine^1,2,3, Henri Lorach^1,2,3

A brain to spinal cord digital bridge to restore voluntary arm and hand movements after a spinal cord injury

¹ Defitech Center for Interventional Neurotherapies (.NeuroRestore), Swiss Federal Institute of Technology (EPFL), of clinical neuroscience, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
² NeuroX Institute, School of Life Sciences, EPFL, Lausanne, Switzerland
³ Department of Clinical Neuroscience, CHUV and UNIL, Lausanne, Switzerland
⁴ ONWARD Medical, Lausanne, Switzerland
⁵ Univ. Grenoble Alpes, CEA, LETI, Clinatec, Grenoble, France
⁶ Department of Radiology, CHUV, Lausanne, Switzerland

Cheol Jun Cho^1,2,3,*, Kaylo T. Littlejohn^1,2,3,*, Jessie R. Liu^2,3, Alexander B. Silva^2,3,4, Bohan Yu¹, Vanessa R. Anderson², Cady M. Kurtz-Miott², Samantha Brosler^2,3,4, Anshul P. Kashyap¹, Irina P. Hallinan², Adit Shah¹, Adelyn Tu-Chan⁶, Karunesh Ganguly^3,6, David A. Moses2,3, Edward F. Chang^+,2,3,4, Gopala K. Anumanchipalli^,1,2,3

A streaming silent-speech neuroprosthesis for restoring naturalistic communication

¹Department of Electrical Engineering and Computer Sciences, University of California, Berkeley. Berkeley, CA, USA.,
² Department of Neurological Surgery, University of
California, San Francisco. San Francisco, CA, USA.,
³ Weill Institute for Neuroscience, University of California, San Francisco. San Francisco, CA, USA.,
⁴ University of California, Berkeley - University of California, San Francisco Graduate Program in Bioengineering. Berkeley, CA, USA.,
⁵ Department of Rehabilitation Services, University of California, San Francisco, San Francisco, CA, USA., ⁶ Department of Neurology, University of California, San Francisco. San Francisco, CA, USA.

Vishal Choudhari^1,2, Cong Han^1,2, Stephan Bickel^3,4, Ashesh D. Mehta^3,4, Catherine Schevon⁵, Guy M. McKhann⁵, Nima Mesgarani^1,2

Brain-controlled augmented hearing for spatially moving conversations in multi-talker environments

¹ Department of Electrical Engineering, Columbia University, New York City, New York, USA
² Mor:mer B. Zuckerman Mind Brain Behavior Ins:tute, New York City, New York, USA
³ Hofstra Northwell School of Medicine, Uniondale, New York, USA
⁴ The Feinstein Ins:tutes for Medical Research, Manhasset, New York, USA
⁵ Department of Neurology, Columbia University, New York City, New York, USA

Yihan Wu¹, Tao Chang¹, Siliang Chen¹, Gerwin Schalk^2,3, Ning Jiang¹, Qing Mao¹,
Yuan Yang¹, and Jiayuan He¹

Passive Intraoperative Tumor Mapping Using Electrocorticography

¹ West China Hospital of Sichuan University, Chengdu, Sichuan, China
² Mayo Clinic, Rochester, Minnesota, USA
³ Fudan University, Shanghai, China

Yu Qi^1,2,3,4, Xinyun Zhu^4,5, Xinzhu Xiong^4,5, Xiaomeng Yang^4,5, Nai Ding⁶, Hemmings Wu⁷, Kedi Xu⁵, Junming Zhu⁷, Jianmin Zhang⁷, Yueming Wang^2,5

Human Motor Cortex Encodes Complex Handwriting Through a Sequence of Primitive Neural States

¹ Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, MOE Frontier Science Center for
Brain Science and Brain-machine Integration, Zhejiang University School of Medicine, Hangzhou, China.
² NANHU Brain-Computer Interface Institute, Hangzhou, China.
³ State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China
⁴ College of Computer Science, Zhejiang University, Hangzhou, China.
⁵ Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, China.
⁶ Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and
Instrument Sciences, Zhejiang University, Hangzhou 310027, China
⁷ Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China.

Joon-Ho Shin

Efficacy of brain-computer interface training with motor imagery-contingent feedback in improving upper limb function and neuroplasticity among persons with chronic stroke: a double-blinded, parallel-group, randomized controlled trial

Department of Rehabilitation Medicine, National Rehabilitation Center

Camille Gontier, Nicolas Kunigk, William Hockeimer, Edgar Canario, Brian Dekleva, Jeff Weiss, Jennifer L. Collinger

Endogenous modifications in M1 activity allows online error
detection and correction in human BCI

Rehab Neural Engineering Labs of the University of Pittsburgh

Andrej M. Savić^1*, Marija Novičić¹, Vera Miler Jerković², Olivera Đorđević^3,4, Ljubica Konstantinović^3,4

Project HYBIS: Electrotactile BCI for Top-Down Somatosensory Training

¹ University of Belgrade – School of Electrical Engineering, Serbia
² Innovation Center of the School of Electrical Engineering, University of Belgrade, Serbia
³ University of Belgrade – Faculty of Medicine, Serbia
⁴ Clinic for Rehabilitation “Dr Miroslav Zotović”, Belgrade, Serbia

Taiga Seri¹, Seitaro Iwama², Kurumi Adachi¹, Junichi Ushiba²

Intuitive avatar control through a non-invasive multimodal Brain-Computer Interface

¹ Graduate School of Science and Technology, Keio University, Kanagawa, Japan
² Faculty of Science and Technology, Keio University, Kanagawa, Japan

Motoshige Sato¹, Kenichi Tomeoka¹, Ilya Horiguchi¹, Kai Arulkumaran¹, Ryota Kanai¹, and Shuntaro Sasai¹

Large-scale data practicalizes EEG-based speech decoding

¹ Araya Inc.

Niklas Kueper^1,2, Dr. Su Kyoung Kim¹, Mathias Trampler¹, Marc Tabie¹, Kartik Chari^1,2, Dr. Elsa Kirchner^1,2

Robust online movement prediction from EEG data for post-stroke rehabilitation

¹ Robotics Innovation Center, German Research Center for Artificial Intelligence (DFKI), 28359, Bremen, Germany.
² Institute of Medical Technology Systems, University of Duisburg-Essen, 47057 Duisburg, Germany.