A 3D Learning Playground for Potential Attention Training in ADHD: A Brain Computer Interface Approach

Ali, Abdulla ;   Puthusserypady, Sadasivan

Tags Brain-computer/machine interfaceBrain functional imaging - Evoked potentialsRehabilitation - Cognition

This paper presents a novel brain-computer-interface (BCI) system that could potentially be used for enhancing the attention ability of...

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A Bidirectional Brain-Machine Interface Connecting Alert Rodents to a Dynamical System

Boi, Fabio ;   Semprini, Marianna ;   Mussa-Ivaldi, Ferdinando ;   Panzeri, Stefano ;   Vato, Alessandro

Tags Neural stimulationMotor neuroprosthesesBrain-computer/machine interface

We present a novel experimental framework that implements a bidirectional brain-machine interface inspired by the operation of the spinal cord...

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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 Framework for Identification of Brain Network Dynamics using a Novel Binary Noise Modulated Electrical Stimulation Pattern

Yang, Yuxiao ;   Shanechi, Maryam

Tags Neural stimulationBrain-computer/machine interfaceBrain physiology and modeling - Neural dynamics and computation

Modeling and identification of brain network dynamics is of great importance both for understanding brain function and for closed-loop...

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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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A Step Towards EEG-Based Brain Computer Interface for Autism Intervention

Fan, Jing ;   Wade, Joshua ;   Bian, Dayi ;   Key, Alexandra ;   Warren, Zachary ;   Mion, Lorraine ;   Sarkar, Nilanjan

Tags Neural signal processingBrain-computer/machine interfaceRehabilitation - Virtual reality

Autism Spectrum Disorder (ASD) is a prevalent and costly neurodevelopmental disorder. Individuals with ASD often have deficits in social...

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Accurate Single-Trial Detection of Movement Intention Made Possible using Adaptive Wavelet Transform

Chamanzar, Alireza ;   Malekmohammadi, Alireza ;   Bahrani, Masih ;   Shabany, Mahdi

Tags Brain-computer/machine interfaceMotor learning, neural control, and neuromuscular systemsNeural signal processing

The outlook of brain-computer interfacing (BCI)is very bright. The real-time, accurate detection of a motor movement task is critical in BCI...

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AI Mapping for Artificial Ethological Communication System

Bianco, Maria Giovanna ;   De Villers Sidani, Etienne ;   Pullano, Salvatore A. ;   Fiorillo, Antonino S.

Tags Brain-computer/machine interfaceNeural stimulationNeural signals - Time-frequency analysis

In this study we present preliminary data on the rats’ Ethological Communication System which is focused on the ulterior investigation of the...

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An Analysis on Driver Drowsiness based on Reaction Time and EEG Band Power

Foong, Ruyi ;   Ang, Kai Keng ;   Quek, Chai ;   Guan, Cuntai ;   Phyo Wai, Aung Aung

Tags Brain-computer/machine interfaceNeural signals - Time-frequency analysisHuman performance - Drowsiness and microsleeps

Falling asleep during driving is a serious problem that has resulted in fatal accidents worldwide. Thus, there is a need to detect driver...

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An EEG-Driven Lower Limb Rehabilitation Training System for Active and Passive Co-Stimulation

Zhang, Xin ;   Xu, Guanghua ;   Xie, Jun ;   Li, Min ;   Pei, Wei ;   Zhang, Jinhua

Tags Brain-computer/machine interfaceRehabilitation - Virtual realityRehabilitation - Robotics

With the advent of an aging society, stroke makes a heavy burden for our society. Stroke can damage the motor and sensory neural system...

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An Emergency Call System for Patients with Severe ALS using Less-Stimulating SSVEP-Based Brain Switch

Lim, Jeong-Hwan ;   Kim, Yong-Wook ;   Han, Chang-Hee ;   Cha, Ho-Seung ;   Im, Chang-Hwan

Tags Brain-computer/machine interface

In the present study, we developed an emergency call system for patients with severe amyotrophic lateral sclerosis (ALS) using a...

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Animation Effects Challenge Intention Decoding from EEG in Active Visual Search

Uscumlic, Marija ;   Blankertz, Benjamin

Tags Brain-computer/machine interface

Motivated by the non-stationarity of our natural visual environment, we demonstrate that dynamic visual scenes challenge EEG-based intention...

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Auto-Deleting Brain Machine Interface: Error Detection using Spiking Neural Activity in the Motor Cortex

Even-Chen, Nir ;   Stavisky, Sergey ;   Kao, Jonathan ;   Ryu, Stephen ;   Shenoy, Krishna V.

Tags Brain-computer/machine interfaceNeural signals - CodingMotor neuroprostheses - Prostheses

Brain machine interfaces (BMIs) aim to assist people with paralysis by increasing their independence and ability to communicate, e.g., by using a...

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Beta/Theta Ratio Neurofeedback Training Effects on the Spectral Topography of EEG

Yang, Limin ;   Nan, Wenya ;   Qu, Xiaoting ;   Wan, Feng ;   Mak, Pui-In ;   Mak, Peng Un ;   Vai, Mang I. ;   Hu, Yong ;   Rosa, Agostinho Claudio da

Tags Neural signals - Spectral analysisBrain-computer/machine interfaceRehabilitation

Neurofeedback training (NFT) has shown positive effects on cognition and behavior enhancement as well as clinical treatment. However, little is...

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Bioactivity Measurement using Conductive Silk Electrode

Torimitsu, Keiichi

Tags Neural interfaces - Tissue-electrode interfaceNeural interfaces - Body interfacesBrain-computer/machine interface

Combination of silk fibers and conductive polymer can produce a biocompatible and flexible electrode. 3,4-ethylenedioxythiophene based...

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Brain Training System using Electroencephalography (EEG) Technology

Lin, Pei-Jung ;   Chen, Young-Quan ;   Wu, Jian-He ;   Xu, Min-Sheng

Tags Brain-computer/machine interfaceBrain functional imaging - EEGHuman performance - Engineering

This study used NeuroSky MindWave electroencephalogram (EEG) headset device to detect and record test subjects’ EEGs. Three sets of...

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Brain-Computer Interface based on Somatosensory Evoked Potential using Braille Display

Hori, Junichi

Tags Brain-computer/machine interfaceSensory neuroprostheses - SomatosensoryBrain physiology and modeling - Sensory-motor

A brain-computer interface using a somatosensory evoked potential induced by a tactile stimulus is investigated in this paper. For BCI, visual...

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Brain-Computer Interfacing in Amyotrophic Lateral Sclerosis: Implications of a Resting-State EEG Analysis

Jayaram, Vinay ;   Grosse-Wentrup, Moritz ;   Hohmann, Matthias ;   Fomina, Tatiana ;   Schölkopf, Bernhard ;   Schöls, Ludger ;   Synofzik, Matthis ;   Müller vom Hagen, Jennifer ;   Widmann, Natalie ;   Förster, Christian

Tags Neural signals - Spectral analysisNeurological disorders - Diagnostic and evaluation techniquesBrain-computer/machine interface

Despite decades of research on EEG-based brain-computer interfaces (BCIs) in patients with amyotrophic lateral sclerosis (ALS), there is still...

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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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Bring Mental Activity into Action! an Enhanced Online Co-Adaptive Brain-Computer Interface Training Protocol

Scherer, Reinhold ;   Faller, Josef ;   Opisso, Eloy ;   Costa, Ursula ;   Steyrl, David ;   Müller-Putz, Gernot

Tags Brain-computer/machine interface

Non-stationarity and inherent variability of the noninvasive electroencephalogram (EEG) makes robust recognition of spontaneous EEG patterns...

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Causal Network in a Deafferented Non-Human Primate Brain

Balasubramanian, Karthikeyan ;   Takahashi, Kazutaka ;   Hatsopoulos, Nicholas

Tags Brain-computer/machine interfaceMotor learning, neural control, and neuromuscular systemsBrain physiology and modeling - Neural dynamics and computation

De-afferented/efferented neural ensembles can undergo causal changes when interfaced to neuroprosthetic devices. These changes occur via...

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Chromatic and High-Frequency Cvep-Based BCI Paradigm

Aminaka, Daiki ;   Makino, Shoji ;   Rutkowski, Tomasz

Tags Brain-computer/machine interfaceBrain functional imaging - EEGBrain functional imaging - Classification

We present results of an approach to a code-modulated visual evoked potential (cVEP) based brain-computer interface (BCI) paradigm using...

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Classification of Unconscious Like/Dislike Decisions: First Results towards a Novel Application for BCI Technology

Wriessnegger, Selina ;   Hackhofer, Daniel ;   Müller-Putz, Gernot

Tags Brain-computer/machine interfaceBrain physiology and modeling - Cognition, memory, perceptionBrain functional imaging - EEG

More and more applications for BCI technology emerge that are not restricted to communication or control, like gaming, rehabilitation, Neuro-IS...

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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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Comparison of Speech Envelope Extraction Methods for EEG-Based Auditory Attention Detection in a Cocktail Party Scenario

Biesmans, Wouter ;   Vanthornhout, Jonas ;   Wouters, Jan ;   Moonen, Marc ;   Francart, Tom ;   Bertrand, Alexander

Tags Neural signals - FilteringHuman performance - SpeechBrain-computer/machine interface

Recent research has shown that it is possible to detect which of two simultaneous speakers a person is attending to, using brain recordings...

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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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Decoding of Articulatory Gestures during Word Production using Speech Motor and Premotor Cortical Activity

Mugler, Emily ;   Goldrick, Matthew ;   Rosenow, Joshua ;   Tate, Matthew ;   Slutzky, Marc

Tags Brain-computer/machine interfaceRehabilitation - Speech & languageBrain physiology and modeling - Sensory-motor

Brain-machine interfaces that directly translate attempted speech from the speech motor areas could change the lives of people with...

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Decoding of the Endogenous Somatic Attention by Utilizing Brain Signals Induced from Tactile Selective Sensation

Yao, Lin ;   Farina, Dario

Tags Brain-computer/machine interfaceSensory neuroprostheses - SomatosensoryBrain functional imaging - EEG

Decoding the subjective attention or intention is the main target of brain-computer interface research. In this study, we tried to validate...

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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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Detection of Neuromuscular Response in Gait Perturbation: A Potential Application in Overground Gait Rehabilitation

Choi, Junhyuk ;   Chung, Sang Hun ;   Kim, Yeonghun ;   Kang, Hyolim ;   Lee, Jong Min ;   Kim, Seung-Jong ;   Kim, Hyungmin

Tags Neural signal processingBrain-computer/machine interfaceRehabilitation - Locomotion

In order to investigate the neuromuscular response due to gait perturbation, electroencephalogram (EEG) and electromyogram (EMG) were...

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EC-PC Spike Detection for High Performance Brain-Computer Interface

Tam, Wing Kin ;   So, Rosa ;   Guan, Cuntai ;   Yang, Zhi

Tags Neural signals - Detection of transient eventsBrain-computer/machine interfaceMotor neuroprostheses

Spike detection is often the first step in neural signal processing. It has profound effects on subsequent steps down the signal processing...

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Effects of Feedback Latency on P300-Based Brain-Computer Interface

Arvaneh, Mahnaz ;   Ward, Tomas ;   Robertson, Ian

Tags Brain-computer/machine interfaceBrain functional imaging - EEGBrain functional imaging - Evoked potentials

Feedback has been shown to affect performance when using a Brain-Computer Interface (BCI) based on sensorimotor rhythms. In contrast,...

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Event-Related Modulation of Steady-State Visual Evoked Potentials for Eyes-Closed Brain Computer Interface

Nishifuji, Seiji ;   Sugita, Yuya ;   Hirano, Hitoshi

Tags Brain-computer/machine interface

Brain computer interfaces (BCIs), also be referred to be as brain machine interfaces, transform modulations of electroencephalogram (EEG)...

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Extracting Patterns of Single-Trial EEG using an Adaptive Learning Algorithm

Lin, Chin-Teng ;   Wang, Yu-Kai ;   Fang, Chieh-Ning ;   You, Yi-Sin ;   King, Jung-Tai

Tags Brain functional imaging - EEGNeural signals - Nonlinear analysisBrain-computer/machine interface

The improvement of brain imaging technique brings about an opportunity for developing and investigating brain-computer interface (BCI) which...

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Goal-Directed or Aimless? EEG Differences during the Preparation of a Reach-and-Touch Task

Pereira, Joana ;   Ofner, Patrick ;   Müller-Putz, Gernot

Tags Brain-computer/machine interfaceBrain functional imaging - EEGNeural signals - Time-frequency analysis

The natural control of neuroprostheses is currently a challenge in both rehabilitation engineering and brain-computer interfaces (BCIs)...

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Grand Challenges in Brain Research in Europe and in USA

Cerutti, Sergio ;   Bonato, Paolo

Tags Brain physiology and modelingBrain functional imagingBrain-computer/machine interface

This MiniSymposium will discuss the relevant motivations of two important research projects with major funding at the two shores of the...

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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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Heuristic BCI using Learning-Based Fuzzy Label Template

Oda, Teruo ;   Kudoh, Suguru

Tags Brain-computer/machine interfaceBrain functional imaging - ClassificationNeural signals - Filtering

Generally, BCI utilizes limited EEG feature of specific frequency band and measurement position, to control connected devices. However, this...

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Hybrid Gaze/EEG Brain Computer Interface for Robot Arm Control on a Pick and Place Task

Wang, Haofei ;   Dong, Xujiong ;   Chen, Zhaokang ;   Shi, Bertram E

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

We describe a hybrid brain computer interface that integrates gaze information from an eye tracker with brain activity information measured...

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Identification of Levels of Interest in a Political Speech using EEG Patterns

Ramaraju, Sriharsha ;   Izzidien, Ahmed ;   Emina, Charles ;   Roula, Mohammed Ali

Tags Brain-computer/machine interfaceRehabilitation - CognitionHuman performance - Cognition

In this paper, we present preliminary results of a study on physiologically quantifying electorate responsiveness during political speech. Two...

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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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Improved Concept and First Results of an Auditory Single-Switch BCI for the Future use in Disorders of Consciousness Patients

Bauernfeind, Günther ;   Horki, Petar ;   Kurz, Eva-Maria ;   Schippinger, Walter ;   Pichler, Gerald ;   Müller-Putz, Gernot

Tags Brain-computer/machine interfaceBrain functional imaging - EEGNeurological disorders

A promising approach to establish basic communication for disorders of consciousness (DOC) patients is the application of Brain-Computer...

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Influence of Noisy Reference Signals on Selective Attention Decoding

Aroudi, Ali ;   Mirkovic, Bojana ;   De Vos, Maarten ;   Doclo, Simon

Tags Brain-computer/machine interfaceNeural signal processing

In a recently proposed method for selective attention decoding [1] using electroencephalography (EEG) recordings the clean speech signals of...

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Inter-Stimulus Interval Study for the Tactile Point-Pressure Brain-Computer Interface

Shimizu, Kensuke ;   Makino, Shoji ;   Rutkowski, Tomasz

Tags Brain-computer/machine interfaceNeural interfaces - Body interfacesBrain functional imaging - EEG

The paper presents a study of an inter-stimulus interval (ISI) influence on a tactile point-pressure stimulus-based brain-computer...

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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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KDI: A Wireless ECoG Recording Platform with Impedance Spectroscopy, Electrical Stimulation and Real-Time, Lossless Data Compression

Foerster, Michael ;   Burdin, Florent ;   Safont, Franck ;   Bernert, Marie ;   Dehaene, David ;   Lambert, Aurélien ;   Charvet, Guillaume

Tags Neural interfaces - Implantable systemsNeural interfaces - Stimulator technologyBrain-computer/machine interface

A power-efficient modular wireless platform has been designed for prototyping and pre-clinical evaluations of neural recording implants. This...

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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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Look, Blink, Concentrate, and Control: A Simple Smart House Controller Composed of a Simple BCI, ECHONET Lite and a Smart Glass with a Function of Object Recognition

Otsuka, Yuya ;   Ishii, Genki ;   Saeki, Shunichi ;   Imanara, Shohei ;   Horie, Ryota

Tags Brain-computer/machine interfaceRehabilitation - Wearable systemsBrain functional imaging - EEG

To realize Brain-Computer Interfaces (BCIs) working in smart houses, fuss-free targeting of control objects becomes a key point, because a...

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Modulation of Inter-Hemispheric Asymmetry of Motor-Related Brain Activity using Brain-Computer Interfaces

Pereira, Michael ;   Sobolewski, Aleksander ;   Millán, José del R.

Tags Brain-computer/machine interfaceRehabilitationNeurological disorders - Stroke

Non-invasive brain stimulation has shown promising results in neurorehabilitation for motor-impaired stroke patients, by rebalancing the...

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Movement Target Decoding from EEG and the Corresponding Discriminative Sources: A Preliminary Study

Ofner, Patrick ;   Müller-Putz, Gernot

Tags Brain-computer/machine interfaceBrain functional imaging - EEGNeural signals - Filtering

Brain-computer interfaces (BCIs) can detect movement imaginations (MI) which can act as a control signal for a neuroprosthesis of a...

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Neural Correlates of Relevant Stimuli Processing for Brain Computer Interfaces

Acqualagna, Laura ;   Blankertz, Benjamin

Tags Brain-computer/machine interfaceNeural signal processingNeural signals - Detection of transient events

The transfer of Brain-Computer Interface (BCI) technology to non-medical application in Human-Computer Interaction (HCI) such as Information...

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Neural Indicators of the Depth of Cognitive Processing for User-Adaptive Neurotechnological Applications

Nicolae, Irina-Emilia ;   Acqualagna, Laura ;   Blankertz, Benjamin

Tags Brain-computer/machine interfaceNeural signal processingBrain physiology and modeling - Cognition, memory, perception

The ability to infer implicit user variables in real-time and an in unobtrusive way would open a broad variety of applications such as adapting...

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Neuroplasticity Induction by a Fast Brain Switch Triggered Sensory Feedback: A Comparison of Electrical and Mechanical Stimulation

Xu, Ren ;   Jiang, Ning ;   Mrachacz-Kersting, Natalie ;   Dremstrup, Kim ;   Farina, Dario

Tags Brain-computer/machine interfaceRehabilitation - StrokeNeural stimulation - Transcranial magnetic stimulation (TMS)

In this study, we compared electrical and mechanical stimulation triggered by a brain switch for inducing neuroplasticity. The preliminary...

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Optimal Calibration of the Learning Rate in Closed-Loop Adaptive Brain-Machine Interfaces

Hsieh, Han-Lin ;   Shanechi, Maryam

Tags Motor neuroprosthesesBrain-computer/machine interface

Closed-loop decoder adaptation (CLDA) can improve brain-machine interface (BMI) performance. CLDA methods use batches of data to refit the...

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Orientation-Modulated Attention Effect on Visual Evoked Potential: Application for PIN System using Brain-Computer Interface

Wilaiprasitporn, Theerawit ;   Yagi, Tohru

Tags Brain-computer/machine interfaceBrain functional imaging - EEGBrain functional imaging - Evoked potentials

This research demonstrates the orientation-modulated attention effect on visual evoked potential. We combined this finding with our previous...

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Preliminary Study for Extraction of P300 and SSVEP by Stimulus Presentation using Phase Inversion Technique in Hybrid BCI

Fukami, Tadanori ;   Ishihara, Kazuyoshi ;   Ishikawa, Fumito

Tags Brain-computer/machine interfaceNeural signal processing

In this study, we propose a novel stimulation presentation method for the hybrid BCI of the P300 and steady state visual evoked potential...

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Probing Meaningfulness of Oscillatory EEG Components with Bootstrapping, Label Noise and Reduced Training Sets

Castaño-Candamil, Juan Sebastián ;   Meinel, Andreas ;   Dähne, Sven ;   Tangermann, Michael

Tags Neural signals - FilteringBrain-computer/machine interfaceNeural signals - Blind source separation (PCA, ICA, etc.)

As oscillatory components of the Electroencephalogram (EEG) and other electrophysiological signals may co-modulate in power with a target...

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Processing and Analysis of Multichannel Extracellular Neuronal Signals: State-of-the-Art and Challenges

Mahmud, Mufti ;   Vassanelli, Stefano

Tags Neural signal processingNeural interfaces - Implantable systemsBrain-computer/machine interface

In recent years multichannel neuronal signal acquisition systems have allowed scientists to focus on research questions which were otherwise...

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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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Responses in Posterior Parietal Cortex to Movement Intention Task with Visual and Tactile Cues

Kamikawa, Yusuke ;   Tanaka, Toshihisa

Tags Brain functional imaging - EEGBrain-computer/machine interfaceNeural signals - Blind source separation (PCA, ICA, etc.)

Posterior parietal cortex (PPC) is considered to be related to forming of motor intention. The detection of the direction intended movements...

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Restoration of Vision using Wireless Cortical Implants: The Monash Vision Group Project

Lowery, Arthur James ;   Rosenfeld, Jeffrey V. ;   Lewis, Philip Mark ;   Browne, Damien ;   Mohan, Anand ;   Brunton, Emma Kate ;   Yan, Edwin ;   Maller, Jerome ;   Mann, Collette ;   Rajan, Ramesh ;   Rosa, Marcello ;   Pritchard, Jeanette

Tags Neural interfaces - Implantable systemsNeural stimulationBrain-computer/machine interface

Monash Vision Group is developing a bionic vision system based on implanting several small tiles in the V1 region of the visual cortex. This...

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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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Spatial Filter and Feature Selection Optimization based on EA for Multi-Channel EEG

Wang, Yubo ;   Mohanarangam, Krithikaa ;   Mallipeddi, Rammohan ;   Veluvolu, Kalyana C.

Tags Brain-computer/machine interface

The EEG signals employed for BCI systems are generally band-limited. The band-limited multiple Fourier linear combiner (BMFLC) with Kalman filter...

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The Detection and Classification of the Mental State Elicited by Humor from EEG Patterns

Ramaraju, Sriharsha ;   Izzidien, Ahmed ;   Roula, Mohammed Ali

Tags Brain-computer/machine interfaceNeural signals - Detection of transient events

In this paper we investigate the use of EEG to detect the affective state of humor. The EEG of five subjects was recorded while they...

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Toward Non-Hair-Bearing Brain-Computer Interfaces for Neurocognitive Lapse Detection

Wei, Chun-Shu ;   Wang, Yu-Te ;   Lin, Chin-Teng ;   Jung, Tzyy-Ping

Tags Brain-computer/machine interfaceHuman performance - Fatigue

Recent advances in mobile electroencephalogram (EEG) acquisition based on dry electrodes have started moving Brain-Computer Interface (BCI)...

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Towards BCI-Controlled Augmented Reality: Integration of Computer Vision with BCI for Hands-Free Communication and Control

Kim, Yong-Wook ;   Lim, Jeong-Hwan ;   Han, Chang-Hee ;   Im, Chang-Hwan

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

In this study, we implemented a BCI-controlled augmented reality (AR) system by integrating computer vision with EEG-based BCI. Steady state...

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Towards Decoding of Functional Movements from the Same Limb using EEG

Shiman, Farid ;   Irastorza-Landa, Nerea ;   Sarasola-Sanz, Andrea ;   Spüler, Martin ;   Birbaumer, Niels ;   Ramos-Murguialday, Ander

Tags Brain-computer/machine interfaceRehabilitation - StrokeBrain functional imaging - EEG

In recent years, there has been an increasing interest in using electroencephalographic (EEG) activity to close the loop between brain...

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Towards Perception Awareness: Perceptual Event Detection for Brain Computer Interfaces

Nejati, Hossein ;   Tsourides, Kleovoulos (Leo) ;   Pomponiu, Victor ;   Ehrenberg, Evan C. ;   Cheung, Ngai-Man ;   Sinha, Pawan

Tags Brain-computer/machine interfaceNeural signal processingNeural signals - Detection of transient events

Brain computer interface (BCI) technology is becoming increasingly popular in many domains such as entertainment, mental state analysis, and...

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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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