Network brain-computer interface (nBCI): An alternative approach for cognitive prosthetics

VP Buch, AG Richardson, C Brandon, J Stiso… - Frontiers in …, 2018 - frontiersin.org
Brain computer interfaces (BCIs) have been applied to sensorimotor systems for many
years. However, BCI technology has broad potential beyond sensorimotor systems. The …

Dichotomous frequency-dependent phase synchrony in the sensorimotor network characterizes simplistic movement

VP Buch, C Brandon, AG Ramayya, TH Lucas… - Scientific Reports, 2024 - nature.com
It is hypothesized that disparate brain regions interact via synchronous activity to control
behavior. The nature of these interconnected ensembles remains an area of active …

Robust electroencephalogram phase estimation with applications in brain-computer interface systems

E Seraj, R Sameni - Physiological measurement, 2017 - iopscience.iop.org
Objective: In this study, a robust method is developed for frequency-specific
electroencephalogram (EEG) phase extraction using the analytic representation of the EEG …

Separability of motor imagery directions using subject-specific discriminative EEG features

KP Thomas, N Robinson… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Electroencephalogram (EEG) based brain–computer interface (BCI) is an augmented
communication modality between the brain and computer that exclusively depends on …

Phase synchronization analysis of eeg channels using bivariate empirical mode decomposition

MKI Molla, T Tanaka, TM Rutkowski… - … on Acoustics, Speech …, 2013 - ieeexplore.ieee.org
The paper presents a novel concept implementing a phase locking value index estimation in
application to brain-computer interfacing (BCI) motor imagery paradigm. We propose to …

[PDF][PDF] Evidence Accumulation Approach applied to EEG Analysis.

H Aidos, C Carreiras, H Silva, ALN Fred - ICPRAM, 2013 - researchgate.net
Human-machine interaction is a rapidly expanding field which benefits from automatic
emotion recognition. Therefore, methods that can automatically detect the emotional state of …

Exploratory EEG analysis using clustering and phase-locking factor

C Carreiras, H Aidos, H Silva, A Fred - International Conference on …, 2013 - scitepress.org
Emotion recognition is essential for psychological and psychiatric applications and for
improving the quality of human-machine interaction. Therefore, a simple and reliable …

Study of the electromyographic signal dynamic behavior in Amyotrophic Lateral Sclerosis (ALS)

MMOA dos Santos - 2015 - search.proquest.com
Abstract Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease characterized
by motor neurons degeneration, which reduces muscular force, being very difficult to …

Scalp EEG continuous space ERD/ERS quantification

V Relvas, JM Sanches, P Figueiredo - … , Madeira, Portugal, June 5-7, 2013 …, 2013 - Springer
In the scope of EEG applications such as Brain Computer Interfaces (BCI) or the evaluation
of epileptic activity, the detection of event-related potentials (ERP) and associated event …

Networks-based brain computer interfaces for decoding neurophysiological dynamics

T Chouhan - 2019 - dr.ntu.edu.sg
The brain is an extremely complex organ and probably one of the greatest mysteries of the
universe that has baffled scientists and thinkers for centuries. Today, one of the ways in …