Past, present, and future of EEG-based BCI applications

K Värbu, N Muhammad, Y Muhammad - Sensors, 2022 - mdpi.com
An electroencephalography (EEG)-based brain–computer interface (BCI) is a system that
provides a pathway between the brain and external devices by interpreting EEG. EEG …

[图书][B] Complex-valued neural networks

A Hirose - 2006 - Wiley Online Library
Complex-valued neural networks Complex-Valued Neural Networks Page 2 IEEE Press 445
Hoes Lane Piscataway, NJ 08854 IEEE Press Editorial Board 2013 John Anderson, Editor in …

Language model applications to spelling with brain-computer interfaces

A Mora-Cortes, NV Manyakov, N Chumerin… - Sensors, 2014 - mdpi.com
Within the Ambient Assisted Living (AAL) community, Brain-Computer Interfaces (BCIs) have
raised great hopes as they provide alternative communication means for persons with …

Comparison of Classification Methods for P300 Brain‐Computer Interface on Disabled Subjects

NV Manyakov, N Chumerin, A Combaz… - Computational …, 2011 - Wiley Online Library
We report on tests with a mind typing paradigm based on a P300 brain‐computer interface
(BCI) on a group of amyotrophic lateral sclerosis (ALS), middle cerebral artery (MCA) stroke …

Towards the detection of error-related potentials and its integration in the context of a P300 speller brain–computer interface

A Combaz, N Chumerin, NV Manyakov, A Robben… - Neurocomputing, 2012 - Elsevier
A P300 Speller is a brain–computer interface (BCI) that enables subjects to spell text on a
computer screen by detecting P300 Event-Related Potentials in their …

Deep convolutional neural network based character detection in devanagari script input based P300 speller

GB Kshirsagar, ND Londhe - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
P300 is a neuro-cognitive response to the brain elicits after visual stimulation. It has a prime
importance in the development of p300-based brain-computer interface (BCI). Hence …

Error-related potential recorded by EEG in the context of a p300 mind speller brain-computer interface

A Combaz, N Chumerin, NV Manyakov… - … Learning for Signal …, 2010 - ieeexplore.ieee.org
The Mind Speller® is a Brain-Computer Interface (BCI) which enables subjects to spell text
on a computer screen by detecting P300 Event-Related Potentials in their …

On the discovery of events in EEG data utilizing information fusion

M Schels, S Scherer, M Glodek, HA Kestler… - Computational …, 2013 - Springer
One way to tackle brain computer interfaces is to consider event related potentials in
electroencephalography, like the well established P300 phenomenon. In this paper a …

A new method for P300 detection in deep belief networks: Nesterov momentum and drop based learning rate

S Morabbi, M Keyvanpour, SV Shojaedini - Health and Technology, 2019 - Springer
Detecting P300 signal plays a vital role in Brain-Computer Interface (BCI) systems. In recent
years, deep neural networks have been vastly utilized for P300 detection. However, by …

Self adaptive BCI as service-oriented information system for patients with communication disabilities

J Van Kokswijk, M Van Hulle - 4th International Conference on …, 2010 - ieeexplore.ieee.org
A new service-oriented information architecture is presented that can help the
communication-disabled to socialize in their private and public environment. The service is …