A Brain-Computer Interface (BCI) System to use Arbitrary Windows Applications by Directly Controlling Mouse and Keyboard

Spüler, Martin

Tags Brain-computer/machine interface

A Brain-Computer Interface (BCI) allows to control a computer by brain activity only, without the need for muscle control. In this paper, we...

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A Co-Adaptive Sensory Motor Rhythms Brain-Computer Interface based on Common Spatial Patterns and Random Forest

Schwarz, Andreas ;   Scherer, Reinhold ;   Steyrl, David ;   Faller, Josef ;   Müller-Putz, Gernot

Tags Brain-computer/machine interface

Sensorimotor rhythm (SMR) based Brain-Computer Interfaces (BCI) typically require lengthy user training. This can be exhausting and fatiguing...

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A Dynamic Stopping Method for Improving Performance of Steady-State Visual Evoked Potential based Brain-Computer Interfaces

Nakanishi, Masaki ;   Wang, Yijun ;   Wang, Yu-Te ;   Jung, Tzyy-Ping

Tags Brain-computer/machine interface

The performance of steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs) has been drastically improved in the...

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A Generalizable Adaptive Brain-Machine Interface Design for Control of Anesthesia

Yang, Yuxiao ;   Shanechi, Maryam

Tags Brain-computer/machine interfaceBrain physiology and modeling - Anesthesia

Brain-machine interfaces (BMIs) for closed-loop control of anesthesia have the potential to automatically monitor and control brain states...

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A Multimodal 2D Brain Computer Interface

Almajidy, Rand Kasim ;   Boudria, Yacine ;   Hofmann, Ulrich G. ;   Besio, W. G. ;   Mankodiya, Kunal

Tags Brain-computer/machine interfaceBrain functional imaging - NIR

In this work we used multimodal, non-invasive brain signal recording systems, namely Near Infrared Spectroscopy (NIRS), disc electrode...

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Brain-Machine Interfaces for Assistive Smart Homes: A Feasibility Study with Wearable Near-Infrared Spectroscopy

Ogawa, Takeshi ;   Hirayama, Jun-ichiro ;   Pankaj, Gupta ;   Moriya, Hiroki ;   Yamaguchi, Shumpei ;   Ishikawa, Akihiro ;   Inoue, Yoshihiro ;   Kawanabe, Motoaki ;   Ishii, Shin

Tags Brain-computer/machine interfaceMotor neuroprostheses - ProsthesesMotor neuroprostheses - Robotics

Smart houses for elderly or physically challenged people need a method to understand residents’ intentions during their daily-living behaviors....

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Combining Firing Rate and Spike-Train Synchrony Features in the Decoding of Motor Cortical Activity

Chew, Gabriel ;   Ang, Kai Keng ;   So, Rosa ;   Xu, Zhiming ;   Guan, Cuntai

Tags Brain-computer/machine interfaceMotor neuroprosthesesNeural signals - Coding

Decoding of directional information in the motor cortex traditionally utilizes only firing rate information. However, information from other...

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Comparing Metrics to Evaluate Performance of Regression Methods for Decoding of Neural Signals

Spüler, Martin ;   Sarasola-Sanz, Andrea ;   Birbaumer, Niels ;   Rosenstiel, Wolfgang ;   Ramos-Murguialday, Ander

Tags Brain-computer/machine interfaceNeural signal processing

The use of regression methods for decoding of neural signals has become popular, with its main applications in the field of Brain-Machine...

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Decoding Fast-Paced Error-Related Potentials in Monitoring Protocols

Chavarriaga, Ricardo ;   Iturrate, Inaki ;   Wannebroucq, Quentin ;   Millán, José del R.

Tags Brain-computer/machine interfaceBrain functional imaging - EEGHuman performance - Ergonomics and human factors

Error-related EEG potentials (ErrP) can be used for brain-machine interfacing (BMI). Decoding of these signals, indicating subject’s...

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Detecting Intention to Grasp during Reaching Movements from EEG

Randazzo, Luca ;   Iturrate, Inaki ;   Chavarriaga, Ricardo ;   Leeb, Robert ;   Millán, José del R.

Tags Brain-computer/machine interfaceMotor neuroprosthesesRehabilitation

Brain-computer interfaces (BCI) have been shown to be a promising tool in rehabilitation and assistive scenarios. Within these contexts, brain...

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Head-Related Impulse Response Cues for Spatial Auditory Brain-Computer Interface

Nakaizumi, Chisaki ;   Makino, Shoji ;   Rutkowski, Tomasz

Tags Brain-computer/machine interfaceNeural signals - Detection of transient eventsBrain functional imaging - EEG

This study provides a comprehensive test of a head-related impulse response (HRIR) cues for a spatial auditory brain-computer interface...

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Immersive BCI with SSVEP in VR Head-Mounted Display

Koo, Bonkon ;   Lee, Hwan-Gon ;   Nam, Yunjun ;   Choi, Seungjin

Tags Brain-computer/machine interfaceHuman performance - Attention and vigilanceBrain functional imaging - EEG

In this paper we present an immersive brain computer interface (BCI) where we use a virtual reality head-mounted display (VRHMD) to invoke...

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Is Breathing Rate a Confounding Variable in Brain-Computer Interfaces (BCIs) based on EEG Spectral Power?

Ibarra Chaoul, Andrea ;   Grosse-Wentrup, Moritz

Tags Brain-computer/machine interfaceNeural signals - Spectral analysisBrain functional imaging - EEG

Brain-computer interfaces (BCIs) enable paralyzed patients to interact with the world by directly decoding brain activity. We investigated if...

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Leveraging Historical Knowledge of Neural Dynamics to Rescue Decoder Performance as Neural Channels are Lost: "Decoder Hysteresis"

Kao, Jonathan ;   Ryu, Stephen ;   Shenoy, Krishna V.

Tags Brain-computer/machine interfaceBrain physiology and modeling - Neural dynamics and computationMotor neuroprostheses - Prostheses

An intracortical brain-machine interface (BMI) decodes spiking activity recorded from motor cortical neurons to drive a prosthetic device...

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Region based Brain Computer Interface for a Home Control Application

Akman Aydin, Eda ;   Bay, Omer Faruk ;   Guler, Inan

Tags Brain-computer/machine interfaceNeural signal processingNeural signals - Filtering

Environment control is one of the important challenges for disabled people who suffer from neuromuscular diseases. Brain Computer Interface...

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Sheet Music by Mind: Towards a Brain-Computer Interface for Composing

Pinegger, Andreas ;   Wriessnegger, Selina ;   Müller-Putz, Gernot

Tags Brain-computer/machine interfaceHuman performance - Activities of daily livingNeural signals - Filtering

Providing brain-computer interface (BCI) users engaging applications should be one of the main targets in BCI research. A painting application,...

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Towards SSVEP-Based, Portable, Responsive Brain-Computer Interface

Kaczmarek, Piotr ;   Salomon, Pawe?

Tags Brain-computer/machine interfaceNeural signal processingBrain functional imaging - EEG

A Brain-Computer Interface in motion control application requires high system responsiveness and accuracy. SSVEP interface consisted of 2-8...

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