Using brain–computer interfaces to induce neural plasticity and restore function
Analyzing neural signals and providing feedback in realtime is one of the core
characteristics of a brain–computer interface (BCI). As this feature may be employed to …
characteristics of a brain–computer interface (BCI). As this feature may be employed to …
An analysis of performance evaluation for motor-imagery based BCI
In recent years, numerous brain–computer interfaces (BCIs) based on motor-imagery have
been proposed which incorporate features such as adaptive classification, error detection …
been proposed which incorporate features such as adaptive classification, error detection …
Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain–computer interface
The study aimed at revealing electrophysiological indicators of mental workload and fatigue
during prolonged usage of a P300 brain–computer interface (BCI). Mental workload was …
during prolonged usage of a P300 brain–computer interface (BCI). Mental workload was …
Fully portable and wireless universal brain–machine interfaces enabled by flexible scalp electronics and deep learning algorithm
Variation in human brains creates difficulty in implementing electroencephalography into
universal brain–machine interfaces. Conventional electroencephalography systems typically …
universal brain–machine interfaces. Conventional electroencephalography systems typically …
[HTML][HTML] A hybrid steady-state visual evoked response-based brain-computer interface with MEG and EEG
While recent developments in electroencephalogram (EEG)-based brain-computer
interfaces (BCIs) have enabled a bridge between the brain and external devices with …
interfaces (BCIs) have enabled a bridge between the brain and external devices with …
Design and implementation of a P300-based brain-computer interface for controlling an internet browser
An electroencephalographic (EEG) brain-computer interface (BCI) internet browser was
designed and evaluated with 10 healthy volunteers and three individuals with advanced …
designed and evaluated with 10 healthy volunteers and three individuals with advanced …
A study of the existing problems of estimating the information transfer rate in online brain–computer interfaces
Objective. Today, the brain–computer interface (BCI) community lacks a standard method to
evaluate an online BCI's performance. Even the most commonly used metric, the information …
evaluate an online BCI's performance. Even the most commonly used metric, the information …
A brain-computer interface with vibrotactile biofeedback for haptic information
Background It has been suggested that Brain-Computer Interfaces (BCI) may one day be
suitable for controlling a neuroprosthesis. For closed-loop operation of BCI, a tactile …
suitable for controlling a neuroprosthesis. For closed-loop operation of BCI, a tactile …
A portable auditory P300 brain–computer interface with directional cues
OBJECTIVES: The main objective of the current study was to implement and evaluate a
P300 based brain–computer interface (BCI) speller that uses directional cues of auditory …
P300 based brain–computer interface (BCI) speller that uses directional cues of auditory …
Evaluation criteria for BCI research
A Schlögl, J Kronegg, JE Huggins, SG Mason - 2007 - direct.mit.edu
To analyze the performance of BCI systems, some evaluation criteria must be applied. The
most popular is accuracy or error rate. Because of some strict prerequisites, accuracy is not …
most popular is accuracy or error rate. Because of some strict prerequisites, accuracy is not …