Speech imagery decoding using EEG signals and deep learning: A survey
Speech imagery-based Brain-computer interface (BCI) using Electroencephalogram (EEG)
signal is a promising area of research for individuals with severe speech production …
signal is a promising area of research for individuals with severe speech production …
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings
Decoding linguistic information from non-invasive brain signals using EEG has gained
increasing research attention due to its vast applicational potential. Recently, a number of …
increasing research attention due to its vast applicational potential. Recently, a number of …
Decoding imagined speech with delay differential analysis
Speech decoding from non-invasive EEG signals can achieve relatively high accuracy (70–
80%) for strictly delimited classification tasks, but for more complex tasks non-invasive …
80%) for strictly delimited classification tasks, but for more complex tasks non-invasive …
Machine learning brings new insights for reducing salinization disaster
P An, W Wang, X Chen, Z Zhuang, L Cui - Frontiers in Earth Science, 2023 - frontiersin.org
This study constructs a machine learning system to examine the predictors of soil salinity in
deserts. We conclude that soil humidity and subterranean CO2 concentration are two …
deserts. We conclude that soil humidity and subterranean CO2 concentration are two …
Deep Learning based classification of motor imagery EEG signals using an improved path finder optimization algorithm
V Jayashekar, R Pandian… - International Journal of …, 2024 - ijosi.org
Abstract Motor Imagery Brain-Computer Interfaces (MI-BCIs) are systems based on AI that
collect patterns of brain activities in mental movement and translate these movements …
collect patterns of brain activities in mental movement and translate these movements …
AA Novel BCI-based Silent Speech Recognition using Hybrid Feature Extraction Techniques and Integrated Stacking Classifier: A NOVEL BCI-BASED SILENT …
N Ramkumar, DK Renuka - … of Scientific & Industrial Research (JSIR), 2023 - or.niscpr.res.in
Abstract The Brain Computing Interface (BCI) is a technology that has resulted in the
advancement of Neuro-Prosthetics applications. BCI establishes a connection between the …
advancement of Neuro-Prosthetics applications. BCI establishes a connection between the …
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Sistemele de interfață creier-mașină au ocupat în ultimii ani un rol important printre
subiectele de interes ale cercetătorilor din toată lumea. Acestea au pornit de la sarcini mai …
subiectele de interes ale cercetătorilor din toată lumea. Acestea au pornit de la sarcini mai …