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Brain-computer interfaces (BCIs) enable direct communication between the brain and external devices. This review highlights the core decoding algorithms that enable multimodal BCIs, including a dissection of the elements, a unified view of…

Human-Computer Interaction · Computer Science 2025-02-06 Siyang Li , Hongbin Wang , Xiaoqing Chen , Dongrui Wu

Recently, we developed a dynamic distributed end-to-end vehicle routing system (E2ECAV) using a network of intelligent intersections and level 5 CAVs (Djavadian & Farooq, 2018). The case study of the downtown Toronto Network showed that…

Human-Computer Interaction · Computer Science 2019-01-23 Shadi Djavadian , Bilal Farooq , Rafael Vasquez , Grace Yip

The paper reviews and summarizes recent developments in spatial auditory and tactile brain-computer interfacing neurotechology applications. It serves as the latest developments summary in "non-visual" brain-computer interfacing solutions…

Neurons and Cognition · Quantitative Biology 2013-09-10 Tomasz M. Rutkowski

Brain-Computer Interfaces (BCIs) offer a direct communication pathway between the human brain and external devices, holding significant promise for individuals with severe neurological impairments. However, their widespread adoption is…

Artificial Intelligence · Computer Science 2025-10-28 Yankai Chen , Xinni Zhang , Yifei Zhang , Yangning Li , Henry Peng Zou , Chunyu Miao , Weizhi Zhang , Xue Liu , Philip S. Yu

Brain-computer interface (BCI) research, while promising, has largely been confined to static and fixed environments, limiting real-world applicability. To move towards practical BCI, we introduce a real-time wireless imagined speech…

Artificial Intelligence · Computer Science 2025-11-12 Ji-Ha Park , Heon-Gyu Kwak , Gi-Hwan Shin , Yoo-In Jeon , Sun-Min Park , Ji-Yeon Hwang , Seong-Whan Lee

Brain computer interfaces (BCI) decode the electrophysiological signals from the brain into an action that is carried out by a computer or robotic device. Motor imagery BCIs (MI BCI) rely on the user s imagination of bodily movements,…

Human-Computer Interaction · Computer Science 2020-10-06 Nikki Leeuwis , Maryam Alimardani

This study offers an in-depth analysis of smart wheelchair (SW) systems, charting their progression from early developments to future innovations. It delves into various Brain-Computer Interface (BCI) systems, including mu rhythm,…

Systems and Control · Electrical Eng. & Systems 2023-12-05 Yane Kim , Bharath Velamala , Youngseo Choi , Yujin Kim , Hyunkin Kim , Nishad Kulkarni , Eung-Joo Lee

Virtual reality (VR) is increasingly used as a social platform for users to interact and build connections with one another in an immersive virtual environment. Reflecting on the empirical progress in this area of study, a comprehensive…

Human-Computer Interaction · Computer Science 2024-10-17 Xiaoying Wei , Xiaofu Jin , Ge Lin Kan , Yukang Yan , Mingming Fan

This study presents a real-time, portable brain-computer interface (BCI) system designed to support hand rehabilitation for stroke patients. The system combines a low cost 3D-printed robotic exoskeleton with an embedded controller that…

Human-Computer Interaction · Computer Science 2025-10-21 F. M. Omar , A. M. Omar , K. H. Eyada , M. Rabie , M. A. Kamel , A. M. Azab

Functional upper-limb prosthetic training can improve users performance in controlling prostheses and has been incorporated into occupational therapy for individuals in need. In recent years, virtual reality (VR) and augmented reality (AR)…

Human-Computer Interaction · Computer Science 2022-05-06 Yinghe Sun

Social Virtual Reality (VR) emerges as a promising platform bringing immersive, interactive, and engaging mechanisms for collaborative activities in virtual spaces. However, interpersonal communication in social VR is still limited with…

Human-Computer Interaction · Computer Science 2025-04-10 Yu Zhang , Yi Wen , Siying Hu , Zhicong Lu

Effective visual brain-machine interfaces (BMI) is based on reliable and stable EEG biomarkers. However, traditional adaptive filter-based approaches may suffer from individual variations in EEG signals, while deep neural network-based…

Computer Vision and Pattern Recognition · Computer Science 2024-07-23 Junwen Luo , Chengyong Jiang , Qingyuan Chen , Dongqi Han , Yansen Wang , Biao Yan , Dongsheng Li , Jiayi Zhang

Virtual reality has been effectively used for eliciting emotions, yet most research focuses on the intensity of affective responses rather than on how interaction influences those experiences. To address this gap, we advance a validated VR…

Human-Computer Interaction · Computer Science 2026-03-04 Zheyuan Kuang , Tinghui Li , Weiwei Jiang , Sven Mayer , Flora Salim , Benjamin Tag , Anusha Withana , Zhanna Sarsenbayeva

Brain-computer interface (BCI) is the technology that enables the communication between humans and devices by reflecting status and intentions of humans. When conducting imagined speech, the users imagine the pronunciation as if actually…

Human-Computer Interaction · Computer Science 2021-12-15 Dae-Hyeok Lee , Sung-Jin Kim , Keon-Woo Lee

A new concept and an online prototype of haptic BCI paradigm are presented. Our main goal is to develop a new, alternative and low cost paradigm, with open-source hardware and software components. We also report results obtained with the…

Human-Computer Interaction · Computer Science 2012-10-12 Tomasz M. Rutkowski , Hiromu Mori , Yoshihiro Matsumoto , Zhenyu Cai , Moonjeong Chang , Nozomu Nishikawa , Shoji Makino , Koichi Mori

Despite the general assumption that completely locked-in state (CLIS) patients remain conscious and aware of their environment, the effectiveness of brain-computer interfaces (BCIs) in facilitating communication has been limited, as…

Neurons and Cognition · Quantitative Biology 2025-09-30 Nicoli Leal , Rute Bettencourt , Urbano J. Nunes , Gabriel Pires

The presented study explores the extent to which tactile stimuli delivered to five chest positions of a healthy user can serve as a platform for a brain computer interface (BCI) that could be used in an interactive application such as…

Neurons and Cognition · Quantitative Biology 2013-07-30 Hiromu Mori , Shoji Makino , Tomasz M. Rutkowski

In this paper we explore the opportunities brought by cognitive augmentation to provide a more natural and accessible web browsing experience. We explore these opportunities through \textit{conversational web browsing}, an emerging…

Computers and Society · Computer Science 2020-12-08 Alessandro Pina , Marcos Baez , Florian Daniel

Brain Computer Interface (BCI) can help patients of neuromuscular diseases restore parts of the movement and communication abilities that they have lost. Most of BCIs rely on mapping brain activities to device instructions, but limited…

Human-Computer Interaction · Computer Science 2017-05-23 Kang Wang , Xueqian Wang , Gang Li

Steady state visual evoked response (SSVEP) is widely used in visual-based diagnosis and applications such as brain computer interfacing due to its high information transfer rate and the capability to activate commands through simple gaze…

Signal Processing · Electrical Eng. & Systems 2025-08-05 Surej Mouli , Ramaswamy Palaniappan