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Spectral Analysis of EEG Signals for Automatic Imagined Speech Recognition

IEEE transactions on instrumentation and measurement, 2023-01, Vol.72, p.1-1

2023

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Towards imagined speech: Identification of brain states from EEG signals for BCI-based communication systems

Behavioural brain research, 2024-10, Vol.477, p.115295, Article 115295

2024

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Decoding Covert Speech From EEG-A Comprehensive Review

Frontiers in neuroscience, 2021-04, Vol.15, p.642251-642251

2021

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Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication

IEEE transactions on neural systems and rehabilitation engineering, 2020-12, Vol.28 (12), p.2647-2659

2020

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The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

NeuroImage (Orlando, Fla.), 2023-04, Vol.269, p.119913-119913, Article 119913

2023

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Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition

Pattern recognition letters, 2021-01, Vol.141, p.54-60

2021

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Opportunities, pitfalls and trade-offs in designing protocols for measuring the neural correlates of speech

Neuroscience and biobehavioral reviews, 2022-09, Vol.140, p.104783-104783, Article 104783

2022

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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Sensors (Basel, Switzerland), 2020-08, Vol.20 (16), p.4629

2020

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Recognition of grammatical class of imagined words from EEG signals using convolutional neural network

Neurocomputing (Amsterdam), 2021-11, Vol.465, p.301-309, Article 301

2021

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Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition

Biomedical signal processing and control, 2023-03, Vol.81, p.104433, Article 104433

2023

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Synchronization between overt speech envelope and EEG oscillations during imagined speech

Neuroscience research, 2020-04, Vol.153, p.48-55

2020

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The use of intracranial recordings to decode human language: Challenges and opportunities

Brain and language, 2019-06, Vol.193, p.73-83

2019

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Transfer learning in imagined speech EEG-based BCIs

Biomedical signal processing and control, 2019-04, Vol.50, p.151-157

2019

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Silent EEG-Speech Recognition Using Convolutional and Recurrent Neural Network with 85% Accuracy of 9 Words Classification

Sensors (Basel, Switzerland), 2021-10, Vol.21 (20), p.6744

2021

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EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density

Biomedical signal processing and control, 2020-05, Vol.59, p.101899, Article 101899

2020

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Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals

Biomedical signal processing and control, 2021-03, Vol.65, p.102351, Article 102351

2021

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Sonification and textification: Proposing methods for classifying unspoken words from EEG signals

Biomedical signal processing and control, 2017-08, Vol.37, p.82-91

2017

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Imagined Speech Reconstruction From Neural Signals-An Overview of Sources and Methods

IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-21

2024

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Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis

Digital signal processing, 2022-04, Vol.123, p.103435, Article 103435

2022

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A BCI System for Imagined Speech Classification Based on Optimization Theory

IEEE transactions on consumer electronics, 2024-10, p.1-1

2024

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Robust Imagined Speech Production Using AI-Generated Content Network for Patients with Language Impairments

IEEE transactions on consumer electronics, 2024-10, p.1-1

2024

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Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication

IEEE transactions on neural systems and rehabilitation engineering, 2021, Vol.29, p.1363-1374

2021

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A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech

IEEE transactions on biomedical engineering, 2022-06, Vol.69 (6), p.1983-1994

2022

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Wavelet feature selection of audio and imagined/vocalized EEG signals for ANN based multimodal ASR system

Biomedical signal processing and control, 2021-01, Vol.63, p.102218, Article 102218

2021

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Deep-Learning-Based BCI for Automatic Imagined Speech Recognition Using SPWVD

IEEE transactions on instrumentation and measurement, 2023, Vol.72, p.1-10

2023

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Spectral Analysis of EEG Signals for Automatic Imagined Speech Recognition

Towards imagined speech: Identification of brain states from EEG signals for BCI-based communication systems

Decoding Covert Speech From EEG-A Comprehensive Review

Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication

The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings

Standardization-refinement domain adaptation method for cross-subject EEG-based classification in imagined speech recognition

Opportunities, pitfalls and trade-offs in designing protocols for measuring the neural correlates of speech

Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Recognition of grammatical class of imagined words from EEG signals using convolutional neural network

Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition

Synchronization between overt speech envelope and EEG oscillations during imagined speech

The use of intracranial recordings to decode human language: Challenges and opportunities

Transfer learning in imagined speech EEG-based BCIs

Silent EEG-Speech Recognition Using Convolutional and Recurrent Neural Network with 85% Accuracy of 9 Words Classification

EEG signal classification of imagined speech based on Riemannian distance of correntropy spectral density

Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals

Sonification and textification: Proposing methods for classifying unspoken words from EEG signals

Imagined Speech Reconstruction From Neural Signals-An Overview of Sources and Methods

Investigating the neural correlates of imagined speech: An EEG-based connectivity analysis

A BCI System for Imagined Speech Classification Based on Optimization Theory

Robust Imagined Speech Production Using AI-Generated Content Network for Patients with Language Impairments

Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication

A Bimodal Deep Learning Architecture for EEG-fNIRS Decoding of Overt and Imagined Speech

Wavelet feature selection of audio and imagined/vocalized EEG signals for ANN based multimodal ASR system

Deep-Learning-Based BCI for Automatic Imagined Speech Recognition Using SPWVD

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