Summary of over Fifty Years with Brain-Computer Interfaces—A Review

Classification of epileptic EEG signals using PSO based artificial neural network and tunable-Q wavelet transform

(2020) S. Thomas George et al.   Biocybernetics and Biomedical Engineering

Comparison between conventional and HD-tDCS of the right inferior frontal gyrus in children and adolescents with ADHD

(2020) Carolin Breitling et al.   CLINICAL NEUROPHYSIOLOGY

In-Home Neurogaming: Demonstrating the impact of valid gesture recognition method on high volume kinematic outcomes

(2020) Lise C. Worthen-Chaudhari et al.   JOURNAL OF BIOMECHANICS

Comparing user-dependent and user-independent training of CNN for SSVEP BCI

(2020) Aravind Ravi et al.   Journal of Neural Engineering

Comparison of Smoothing Filters in Analysis of EEG Data for the Medical Diagnostics Purposes

(2020) Aleksandra Kawala-Sterniuk et al.   SENSORS

The Potential of Stereotactic-EEG for Brain-Computer Interfaces: Current Progress and Future Directions

(2020) Christian Herff et al.   Frontiers in Neuroscience

Deep Learning for EEG-Based Preference Classification in Neuromarketing

(2020) Mashael Aldayel et al.   Applied Sciences-Basel

Adaptation of Common Spatial Patterns based on mental fatigue for motor-imagery BCI

(2020) Upasana Talukdar et al.   Biomedical Signal Processing and Control

A high performance asynchronous EOG speller system

(2020) Saravanakumar D et al.   Biomedical Signal Processing and Control

Restoring the Sense of Touch Using a Sensorimotor Demultiplexing Neural Interface

(2020) Patrick D. Ganzer et al.   CELL

Editorial: Brain-Computer Interfaces and Augmented/Virtual Reality

(2020) Felix Putze et al.   Frontiers in Human Neuroscience

Development of a Combined, Sequential Real-Time fMRI and fNIRS Neurofeedback System Enhance Motor Learning After Stroke

(2020) Jake D. Rieke et al.   JOURNAL OF NEUROSCIENCE METHODS

30+ years of P300 brain-computer interfaces

(2020) Brendan Z. Allison et al.   PSYCHOPHYSIOLOGY

Comparison of Filtering Methods for Enhanced Reliability of a Train Axle Counter System

(2020) Damian Grzechca et al.   SENSORS

Smart Diagnosis

(2020) Yizhang Jiang et al.   ACM Transactions on Multimedia Computing Communications and Applications

Scalp electroencephalography (sEEG) based advanced prediction of epileptic seizure time and identification of epileptogenic region

(2020) Aarti Sharma et al.   Biomedical Engineering-Biomedizinische Technik

Wheelchair Control in a Virtual Environment by Healthy Participants Using a P300-BCI Based on Tactile Stimulation: Training Effects and Usability

(2020) Matthias Eidel et al.   Frontiers in Human Neuroscience

The current state of electrocorticography-based brain–computer interfaces

(2020) Kai J. Miller et al.   Neurosurgical Focus

Contributions of modern network science to the cognitive sciences: revisiting research spirals of representation and process

(2020) Nichol Castro et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Toward neuroadaptive support technologies for improving digital reading: a passive BCI-based assessment of mental workload imposed by text difficulty and presentation speed during reading

(2020) Lena M. Andreessen et al.   USER MODELING AND USER-ADAPTED INTERACTION

EEG Data Classification for Mental State Analysis Using Wavelet Packet Transform and Gaussian Process Classifier

(2020) Rahul Desai et al.   WIRELESS PERSONAL COMMUNICATIONS

Intracranial EEG in the 21st Century

(2020) Barbara C. Jobst et al.   Epilepsy Currents

Brain Computer Interfaces for Improving the Quality of Life of Older Adults and Elderly Patients

(2020) Abdelkader Nasreddine Belkacem et al.   Frontiers in Neuroscience

BETA: A Large Benchmark Database Toward SSVEP-BCI Application

(2020) Bingchuan Liu et al.   Frontiers in Neuroscience

Improved Spatial Resolution of Electroencephalogram Using Tripolar Concentric Ring Electrode Sensors

(2020) Xiang Liu et al.   Journal of Sensors

A review of the key technologies for sEMG-based human-robot interaction systems

(2020) Kexiang Li et al.   Biomedical Signal Processing and Control

A method from offline analysis to online training for the brain-computer interface based on motor imagery and speech imagery

(2020) Li Wang et al.   Biomedical Signal Processing and Control

Classification of epileptic EEG signals using sparse spectrum based empirical wavelet transform

(2020) A. Nishad et al.   ELECTRONICS LETTERS

High‐gamma oscillations precede visual steady‐state responses: A human electrocorticography study

(2020) Benjamin Wittevrongel et al.   HUMAN BRAIN MAPPING

Vital Sign Monitoring in Car Seats Based on Electrocardiography, Ballistocardiography and Seismocardiography: A Review

(2020) Michaela Sidikova et al.   SENSORS

A Computationally Efficient Method for Hybrid EEG-fNIRS BCI Based on the Pearson Correlation

(2020) Mustafa A. H. Hasan et al.   Biomed Research International

A Systemic Review of Available Low-Cost EEG Headsets Used for Drowsiness Detection

(2020) John LaRocco et al.   Frontiers in Neuroinformatics

Brain Computer Interface Treatment for Motor Rehabilitation of Upper Extremity of Stroke Patients—A Feasibility Study

(2020) Marc Sebastián-Romagosa et al.   Frontiers in Neuroscience

Convolutional neural network in upper limb functional motion analysis after stroke

(2020) Agnieszka Szczęsna et al.   PeerJ

A Comparison of Classification Techniques to Predict Brain-Computer Interfaces Accuracy Using Classifier-Based Latency Estimation

(2020) Md Rakibul Mowla et al.   Brain Sciences

Minimizing electrodes for effective brain computer interface

(2020) A. Franklin Alex Joseph et al.   Biomedical Signal Processing and Control

Deep learning for motor imagery EEG-based classification: A review

(2020) Ali Al-Saegh et al.   Biomedical Signal Processing and Control

SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments

(2020) Betts Peters et al.   Frontiers in Human Neuroscience

Fatigue Detection Caused by Office Work With the Use of EOG Signal

(2020) Marcin Kolodziej et al.   IEEE SENSORS JOURNAL

Single-Option P300-BCI Performance Is Affected by Visual Stimulation Conditions

(2020) Juan David Chailloux Peguero et al.   SENSORS

Human Brain/Cloud Interface

(2019) Nuno R. B. Martins et al.   Frontiers in Neuroscience

The Meta-Analysis of Neuro-Marketing Studies: Past, Present and Future

(2019) Mehri Shahriari et al.   Neuroethics

An Instant Donning Multi-Channel EEG Headset (with Comb-Shaped Dry Electrodes) and BCI Applications

(2019) Jeehoon Kim et al.   SENSORS

Removal of Artifacts from EEG Signals: A Review

(2019) Xiao Jiang et al.   SENSORS

Cortical Electrocorticogram (ECoG) is a local signal

(2019) Agrita Dubey et al.   JOURNAL OF NEUROSCIENCE

Which Reference Should We Use for EEG and ERP practice?

(2019) Dezhong Yao et al.   BRAIN TOPOGRAPHY

UMA-BCI Speller: An easily configurable P300 speller tool for end users

(2019) Francisco Velasco-Álvarez et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Neurogaming With Motion-Onset Visual Evoked Potentials (mVEPs): Adults Versus Teenagers

(2019) Ryan Beveridge et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

The history of BCI: From a vision for the future to real support for personhood in people with locked-in syndrome

(2019) Andrea Kübler   Neuroethics

Brain–Computer Interface Games Based on Consumer-Grade EEG Devices: A Systematic Literature Review

(2019) Gabriel Alves Mendes Vasiljevic et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Sensor Modalities for Brain-Computer Interface Technology: A Comprehensive Literature Review

(2019) Michael L Martini et al.   NEUROSURGERY

Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model

(2019) Francis R. Willett et al.   Scientific Reports

Music and wine tasting: an experimental neuromarketing study

(2019) Liwei Hsu et al.   British Food Journal

Consumer Grade Brain Sensing for Emotion Recognition

(2019) Payongkit Lakhan et al.   IEEE SENSORS JOURNAL

A machine learning model for emotion recognition from physiological signals

(2019) J.A. Domínguez-Jiménez et al.   Biomedical Signal Processing and Control

Tripolar concentric EEG electrodes reduce noise

(2019) Anahita Aghaei-Lasboo et al.   CLINICAL NEUROPHYSIOLOGY

A Tunable-Q wavelet transform and quadruple symmetric pattern based EEG signal classification method

(2019) Emrah Aydemir et al.   MEDICAL HYPOTHESES

Inter-subject P300 variability relates to the efficiency of brain networks reconfigured from resting- to task-state: Evidence from a simultaneous event-related EEG-fMRI study

(2019) Fali Li et al.   NEUROIMAGE

Consumer Grade EEG Measuring Sensors as Research Tools: A Review

(2019) Phattarapong Sawangjai et al.   IEEE SENSORS JOURNAL

T157. Seizure prediction with autonomic measurements versus intracranial EEG in patients with refractory epilepsy

(2018) Mauricio F. Villamar et al.   CLINICAL NEUROPHYSIOLOGY

High Frequency SSVEP-BCI With Hardware Stimuli Control and Phase-Synchronized Comb Filter

(2018) Anna Chabuda et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

New Protocol for Quantitative Analysis of Brain Cortex Electroencephalographic Activity in Patients With Psychiatric Disorders

(2018) Grzegorz M. Wojcik et al.   Frontiers in Neuroinformatics

Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring

(2018) Radek Martinek et al.   Frontiers in Physiology

Meeting brain–computer interface user performance expectations using a deep neural network decoding framework

(2018) Michael A. Schwemmer et al.   NATURE MEDICINE

Combination of high-frequency SSVEP-based BCI and computer vision for controlling a robotic arm

(2018) Xiaogang Chen et al.   Journal of Neural Engineering

Most Popular Signal Processing Methods in Motor-Imagery BCI: A Review and Meta-Analysis

(2018) Piotr Wierzgała et al.   Frontiers in Neuroinformatics

A Characterization of Brain-Computer Interface Performance Trade-Offs Using Support Vector Machines and Deep Neural Networks to Decode Movement Intent

(2018) Nicholas D. Skomrock et al.   Frontiers in Neuroscience

Parameterised time-frequency analysis methods and their engineering applications: A review of recent advances

(2018) Yang Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bessel smoothing filter for spectral-element mesh

(2017) P.T. Trinh et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Robust Wavelet Stabilized ‘Footprints of Uncertainty’ for Fuzzy System Classifiers to Automatically Detect Sharp Waves in the EEG after Hypoxia Ischemia

(2017) Hamid Abbasi et al.   International Journal of Neural Systems

The hybrid BCI system for movement control by combining motor imagery and moving onset visual evoked potential

(2017) Teng Ma et al.   Journal of Neural Engineering

Restoration of reaching and grasping movements through brain-controlled muscle stimulation in a person with tetraplegia: a proof-of-concept demonstration

(2017) A Bolu Ajiboye et al.   LANCET

A Non-Invasive Multichannel Hybrid Fiber-Optic Sensor System for Vital Sign Monitoring

(2017) Marcel Fajkus et al.   SENSORS

A Comprehensive Review of Smart Wheelchairs: Past, Present, and Future

(2017) Jesse Leaman et al.   IEEE Transactions on Human-Machine Systems

On Digital Realizations of Non-integer Order Filters

(2016) Jerzy Baranowski et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Feasibility of BCI Control in a Realistic Smart Home Environment

(2016) Nataliya Kosmyna et al.   Frontiers in Human Neuroscience

Comparison of decoding resolution of standard and high-density electrocorticogram electrodes

(2016) Po T Wang et al.   Journal of Neural Engineering

Restoring cortical control of functional movement in a human with quadriplegia

(2016) Chad E. Bouton et al.   NATURE

Brain–computer interfaces for communication and rehabilitation

(2016) Ujwal Chaudhary et al.   Nature Reviews Neurology

Making brain–machine interfaces robust to future neural variability

(2016) David Sussillo et al.   Nature Communications

Method for EEG Signals Pattern Recognition in Embedded Systems

(2015) Aleksandra Kawala-Janik et al.   Elektronika Ir Elektrotechnika

Measuring the face-sensitive N170 with a gaming EEG system: A validation study

(2015) Peter de Lissa et al.   JOURNAL OF NEUROSCIENCE METHODS

Brain–Computer Interface for Neurorehabilitation of Upper Limb After Stroke

(2015) Kai Keng Ang et al.   PROCEEDINGS OF THE IEEE

“The wondrous eyes of a new technology”—a history of the early electroencephalography (EEG) of psychopathy, delinquency, and immorality

(2014) Felix Schirmann   Frontiers in Human Neuroscience

Dry EEG Electrodes

(2014) M. Lopez-Gordo et al.   SENSORS

Collaborative Approach in the Development of High-Performance Brain-Computer Interfaces for a Neuroprosthetic Arm: Translation from Animal Models to Human Control

(2013) Jennifer L. Collinger et al.   CTS-Clinical and Translational Science

Early History of Electroencephalography and Establishment of the American Clinical Neurophysiology Society

(2013) James L. Stone et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

On the Quantification of SSVEP Frequency Responses in Human EEG in Realistic BCI Conditions

(2013) Rafał Kuś et al.   PLoS One

Psychosocial and Ethical Aspects in Non-Invasive EEG-Based BCI Research—A Survey Among BCI Users and BCI Professionals

(2013) Gerd Grübler et al.   Neuroethics

Light on! Real world evaluation of a P300-based brain–computer interface (BCI) for environment control in a smart home

(2012) Roberta Carabalona et al.   ERGONOMICS

A recurrent neural network for closed-loop intracortical brain–machine interface decoders

(2012) David Sussillo et al.   Journal of Neural Engineering

Development of an SSVEP-based BCI spelling system adopting a QWERTY-style LED keyboard

(2012) Han-Jeong Hwang et al.   JOURNAL OF NEUROSCIENCE METHODS

High-performance neuroprosthetic control by an individual with tetraplegia

(2012) Jennifer L Collinger et al.   LANCET

Restoration of grasp following paralysis through brain-controlled stimulation of muscles

(2012) C. Ethier et al.   NATURE

Reach and grasp by people with tetraplegia using a neurally controlled robotic arm

(2012) Leigh R. Hochberg et al.   NATURE

Neurally controlled robotic arm enables tetraplegic patient to drink coffee of her own volition

(2012) Katie Kingwell   Nature Reviews Neurology

Artifact suppression from EEG signals using data adaptive time domain filtering

(2012) Md. Khademul Islam Molla et al.   NEUROCOMPUTING

The Changing Face of P300 BCIs: A Comparison of Stimulus Changes in a P300 BCI Involving Faces, Emotion, and Movement

(2012) Jing Jin et al.   PLoS One

On the feasibility of using motor imagery EEG-based brain–computer interface in chronic tetraplegics for assistive robotic arm control: a clinical test and long-term post-trial follow-up

(2012) G Onose et al.   SPINAL CORD

Dry and Noncontact EEG Sensors for Mobile Brain–Computer Interfaces

(2011) Yu Mike Chi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Inferring hand movement kinematics from MEG, EEG and intracranial EEG: From brain-machine interfaces to motor rehabilitation

(2011) K. Jerbi et al.   IRBM

Bristle-sensors—low-cost flexible passive dry EEG electrodes for neurofeedback and BCI applications

(2011) Cristian Grozea et al.   Journal of Neural Engineering

Spelling with non-invasive Brain–Computer Interfaces – Current and future trends

(2011) Hubert Cecotti   JOURNAL OF PHYSIOLOGY-PARIS

Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb

(2011) Petar Horki et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Spatio-temporal transcriptome of the human brain

(2011) Hyo Jung Kang et al.   NATURE

Reorganization of functional and effective connectivity during real-time fMRI-BCI modulation of prosody processing

(2010) Giuseppina Rota et al.   BRAIN AND LANGUAGE

Interictal spike analysis of high-density EEG in patients with partial epilepsy

(2010) Gang Wang et al.   CLINICAL NEUROPHYSIOLOGY

A Brain Controlled Wheelchair to Navigate in Familiar Environments

(2010) B Rebsamen et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Brain–computer interface using water-based electrodes

(2010) Ivan Volosyak et al.   Journal of Neural Engineering

The Mind and the Machine. On the Conceptual and Moral Implications of Brain-Machine Interaction

(2009) Maartje Schermer   NanoEthics

Non-invasive brain–computer interface system: Towards its application as assistive technology

(2008) Febo Cincotti et al.   BRAIN RESEARCH BULLETIN

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS

fMRI Brain-Computer Interfaces

(2008) R. Sitaram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Is there a need for fuzzy logic?

(2008) Lotfi A. Zadeh   INFORMATION SCIENCES

NON-INVASIVE BRAIN-MACHINE INTERACTION

(2008) JOSÉ DEL R. MILLÁN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Control of an Electrical Prosthesis With an SSVEP-Based BCI

(2007) G.R. Muller-Putz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING