A Review on Recent Applications of EEG-based BCI in Wheelchairs and other Assistive Devices

Limchesing, Tristan Joseph C.; Chua, Arianna Elise C.; Shi, Christalline Jhine L.; Baldovino, Renann G.; Munsayac, Francisco Emmanuel T.; Bugtai, Nilo T.

doi:10.1109/hnicem54116.2021.9731901

Search citation statements

Order By: Relevance

Paper Sections

Select...

Related Work1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2022

2024

Publication Types

Select...

Article3

Relationship

Self Cite0

Independent3

Authors

Journals

Cited by 3 publications

(1 citation statement)

References 27 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Within assistive technology, EEG-based neural decoding has made significant advancements. Recent systems have been used to control prosthetics and facilitate communication (Limchesing et al 2021). The integration of neural decoding in healthcare promises new methods of rehabilitation and quality-of-life improvements for users (Orban et al 2022).…”

Section: Related Workmentioning

confidence: 99%

Neural Bookmarks: Information Retrieval with Deep Learning and EEG Data

Bruns,

Haidar

2024

AAAI

View full text Add to dashboard Cite

In neural memory decoding, a concept being mentally recalled is identified using brain data. Recently, the feasibility of neural memory decoding with EEG data has been demonstrated. Here we propose a new application – neural information retrieval – that uses neural memory decoding to allow a document to be retrieved merely by thinking about it. In this paper we describe neural memory decoding, define the application of neural information retrieval, present experimental results related to the practicality of the application, and discuss issues of deployment and data privacy.

show abstract

Section: Related Workmentioning

confidence: 99%