A Brain-Computer interface or BCI is a direct communication pathway between an enhanced or wired brain and anexternal device. These can be invasive in the form of electrodes implanted directly on the brain or non-invasive through an EEG for example, that reads the electrical brain waves on our scalp that are translated into commands that an external hardware and software executes.
Associated to the use of EEG, we have event-related potentials which investigate potential fluctuations time locked to an event like stimulus onset or button press. Also, spectral content of EEG: analyses the type of neural oscillations (popularly called “brain waves”) that can be observed in EEG signals in the frequency domain. Working with this type of information requires different signal processing techniques, like Autoregressive, Fourier Transform, Common Spatial Filters, Laplacian Filter, Wavelets, among others
Achieving remote presence using a humanoid robot controlled by a non-invasive BCI device
A short review and primer on event-related potentials in human computer interaction applications
Brain-Computer Interface Based on Generation of Visual Images
Brain–Computer Interface Technologies in the Coming Decades
Brain–Computer Interfaces: A Gentle Introduction
Classification of primitive shapes using brain–computer interfaces
Evaluating If Children Can Use Simple Brain Computer Interfaces
Evaluation of SSVEP as passive feedback for improving the performance of brain machine interfaces
Experimental Art with Brain Controlled Interface
Human Mind Control of Rat Cyborg’s Continuous Locomotion with Wireless Brain-to-Brain Interface
Performance Assessment of a Custom, Portable, and Low-Cost Brain-Computer Interface Platform
The Berlin brain-computer interface: progress beyond communication and control
Comparison of a single-channel EEG sleep study to polysomnography
Full Polysomnography in the Home
Portable Computerized Polysomnography in Attended and Unattended Settings
Portable monitoring for the diagnosis of obstructive sleep apnea
Portable Recording in the Assessment of Obstructive Sleep Apnea
Analysis and automatic identification of sleep stages using higher order spectra
An ensemble system for automatic sleep stage classification using single channel EEG signal
A rule-based automatic sleep staging method
Reliability of Rapid Clinical Staging of All Night Sleep EEG
Altered Gamma Oscillations during Motor Control in Children with Autism Spectrum Disorder
Analysis of a commercial EEG device for the control of a robot arm
Automatic detection of EEG artefacts arising from head movements using EEG and gyroscope signals
Characterizing population EEG dynamics throughout adulthood
Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences
Choosing MUSE: Validation of a Low-Cost, Portable EEG System for ERP Research
Classification of EEG Signals Based on Autoregressive Model and Wavelet Packet Decomposition
EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis
EEG alpha rhythm detection on a portable device
Electroencephalographic changes using virtual reality program: technical note
How about taking a low‐cost, small, and wireless EEG for a walk?
Introducing Neuroberry, a platform for pervasive EEG signaling in the IoT domain
Mental State Recognition via Wearable EEG
Music Emotion Capture: sonifying emotions in EEG data
NeuroPhone: Brain-Mobile Phone Interface using a Wireless EEG Headset
Peak alpha frequency: an electroencephalographic measure of cognitive preparedness
Performance characterization of self-calibrating protocols for wearable EEG applications
Portable EEG Recording System for BCI Application
P-300 Rhythm Detection Using ANFIS Algorithm and Wavelet Feature Extraction in EEG Signals
Sensitivity of EEG upper alpha activity to cognitive and affective creativity interventions
Self-Calibrating Protocols Enhance Wearable EEG Diagnostics and Consumer Applications
Single-Trial Cognitive Stress Classification Using Portable Wireless Electroencephalography
Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources
Surprising Prevalence of Electroencephalogram Brain–Computer Interface to Internet of Things
Using Wireless EEG Signals to Assess Memory Workload in then-Back Task
Validation of a smartphone-based EEG among people with epilepsy: A prospective study
Vigilance lapse identification using sparse EEG electrode arrays
Alpha Suppression and Symmetry Training for Generalized Anxiety Symptoms
Effects of an EEG biofeedback protocol on a mixed substance abusing population
Frontal alpha asymmetry neurofeedback for the reduction of negative affect and anxiety
In-School Neurofeedback Training for ADHD: Sustained Improvements From a Randomized Control Trial
‘My Virtual Dream’: Collective Neurofeedback in an Immersive Art Environment
Neurofeedback training of EEG alpha rhythm enhances episodic and working memory
Neurofeedback Treatment of Depression and Anxiety
Real-Time Brain Mapping for Treating Substance Abuse using Neurofeedback
Sustained effects of neurofeedback in ADHD: a systematic review and meta-analysis
Bispectral analysis of electroencephalogram signals during recovery from coma: Preliminary findings
Consciousness monitoring in ventilated patients: bispectral EEG monitors arousal not delirium
Continuous EEG Monitoring in the Intensive Care Unit: Technical and Staffing Considerations
Daytime intensive monitoring Comparison with prolonged intensive and ambulatory monitoring
Detection of electrographic seizures with continuous EEG monitoring in critically ill patients
Monitorización Electroencefalográfica Continua en la Unidad de Cuidados Intensivos
The Current State of Telemonitoring: A Comment on the Literature