Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset

M3BA: A Mobile, Modular, Multimodal Biosignal Acquisition Architecture for Miniaturized EEG-NIRS-Based Hybrid BCI and Monitoring

(2017) Alexander von Luhmann et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Open Access Dataset for EEG+NIRS Single-Trial Classification

(2017) Jaeyoung Shin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Decoding of top-down cognitive processing for SSVEP-controlled BMI

(2016) Byoung-Kyong Min et al.   Scientific Reports

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

(2016) Benjamin Blankertz et al.   Frontiers in Neuroscience

Hybrid EEG-fNIRS Asynchronous Brain-Computer Interface for Multiple Motor Tasks

(2016) Alessio Paolo Buccino et al.   PLoS One

Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic

(2016) Jaeyoung Shin et al.   Scientific Reports

Multivariate Machine Learning Methods for Fusing Multimodal Functional Neuroimaging Data

(2015) Sven Dahne et al.   PROCEEDINGS OF THE IEEE

Learning From More Than One Data Source: Data Fusion Techniques for Sensorimotor Rhythm-Based Brain–Computer Interfaces

(2015) Siamac Fazli et al.   PROCEEDINGS OF THE IEEE

Towards Noninvasive Hybrid Brain–Computer Interfaces: Framework, Practice, Clinical Application, and Beyond

(2015) Gernot Muller-Putz et al.   PROCEEDINGS OF THE IEEE

Simultaneous measurement of electroencephalography and near-infrared spectroscopy during voluntary motor preparation

(2015) Takuro Zama et al.   Scientific Reports

Beyond the N400: Complementary access to early neural correlates of novel metaphor comprehension using combined electrophysiological and haemodynamic measurements

(2014) Sabrina Schneider et al.   CORTEX

Evaluation of various mental task combinations for near-infrared spectroscopy-based brain-computer interfaces

(2014) Han-Jeong Hwang et al.   JOURNAL OF BIOMEDICAL OPTICS

Toward brain-computer interface based wheelchair control utilizing tactually-evoked event-related potentials

(2014) Tobias Kaufmann et al.   Journal of NeuroEngineering and Rehabilitation

Making big data open: data sharing in neuroimaging

(2014) Russell A Poldrack et al.   NATURE NEUROSCIENCE

Hybrid fNIRS-EEG based classification of auditory and visual perception processes

(2014) Felix Putze et al.   Frontiers in Neuroscience

Toward a fully integrated wireless wearable EEG-NIRS bimodal acquisition system

(2013) J Safaie et al.   Journal of Neural Engineering

Usefulness of simultaneous EEG–NIRS recording in language studies

(2011) F. Wallois et al.   BRAIN AND LANGUAGE

Towards a system-paced near-infrared spectroscopy brain–computer interface: differentiating prefrontal activity due to mental arithmetic and mental singing from the no-control state

(2011) Sarah D Power et al.   Journal of Neural Engineering

Enhanced performance by a hybrid NIRS–EEG brain computer interface

(2011) Siamac Fazli et al.   NEUROIMAGE

Motion Artifact Removal for Functional Near Infrared Spectroscopy: A Comparison of Methods

(2010) F C Robertson et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Self-Paced Operation of an SSVEP-Based Orthosis With and Without an Imagery-Based “Brain Switch:” A Feasibility Study Towards a Hybrid BCI

(2010) G Pfurtscheller et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy

(2010) Sarah D Power et al.   Journal of Neural Engineering

Single-trial analysis and classification of ERP components — A tutorial

(2010) Benjamin Blankertz et al.   NEUROIMAGE

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

Speeded Near Infrared Spectroscopy (NIRS) Response Detection

(2010) Xu Cui et al.   PLoS One

Correlation of visual-evoked hemodynamic responses and potentials in human brain

(2010) Tiina Näsi et al.   EXPERIMENTAL BRAIN RESEARCH

Hemodynamic brain–computer interfaces for communication and rehabilitation

(2009) Ranganatha Sitaram et al.   NEURAL NETWORKS

Adaptive filtering to reduce global interference in non-invasive NIRS measures of brain activation: How well and when does it work?

(2009) Quan Zhang et al.   NEUROIMAGE

A regularized discriminative framework for EEG analysis with application to brain–computer interface

(2009) Ryota Tomioka et al.   NEUROIMAGE

Brain–computer interfaces and communication in paralysis: Extinction of goal directed thinking in completely paralysed patients?

(2008) A. Kübler et al.   CLINICAL NEUROPHYSIOLOGY

Rehabilitation with Brain-Computer Interface Systems

(2008) G. Pfurtscheller et al.   COMPUTER

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE