What question did this study set out to answer?

Summarize recent progress, core challenges, and future opportunities in electroencephalogram (EEG)-based imagined speech decoding and recognition for assistive neuroprosthetic systems.

June 7, 2021Journal of Applied Materials and TechnologyOpen Access

Electroencephalogram (EEG) Based Imagined Speech Decoding and Recognition

View Full Paper

Ask AI

Bookmark

Authors

SSSani SaminuUniversity of Ilorin GXGuizhi XuFoshan University SZShuai ZhangNanjing University of Posts and Telecommunications

Discussion

Member takes

Implication

Review demonstrates advances in electroencephalogram-based imagined speech decoding for individuals with neurological disorders, suggesting viable non-invasive neuroprosthetic communication systems.

Key Points

Summarize recent progress, core challenges, and future opportunities in electroencephalogram (EEG)-based imagined speech decoding and recognition for assistive neuroprosthetic systems.
Reviewed neuroimaging literature focused on imagined speech decoding directly from human cortex activity.
Evaluated the application of EEG signals in brain-computer interfaces (BCIs), analyzing temporal resolution, cost, safety, and current signal processing approaches.
EEG provides high temporal resolution, portability, safety, and affordability compared with alternative neuroimaging modalities for tracking covert speech processes.
Decoding imagined speech from human cortical activity remains a technical challenge, requiring improved computational algorithms and interface designs to realize reliable assistive communication prosthetics.

Cite This Study

Saminu et al. (2021) studied this question.

synapsesocial.com/papers/6a08a5b4ef79633196e8c792 https://doi.org/10.31258/jamt.2.2.74-84

View Full Paper

Ask AI

Bookmark

Implication

Review demonstrates advances in electroencephalogram-based imagined speech decoding for individuals with neurological disorders, suggesting viable non-invasive neuroprosthetic communication systems.

Electroencephalogram (EEG) Based Imagined Speech Decoding and Recognition

Discussion

Member takes

Implication

Key Points

Cite This Study

Electroencephalogram (EEG) Based Imagined Speech Decoding and Recognition

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider