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07/26/2023
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG
Decoding EEG signals for imagined speech is a challenging task due to th...
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01/19/2023
Subject-Independent Classification of Brain Signals using Skip Connections
Untapped potential for new forms of human-to-human communication can be ...
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01/02/2023
Towards Voice Reconstruction from EEG during Imagined Speech
Translating imagined speech from human brain activity into voice is a ch...
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12/05/2022
Effect of Spoken Speech in Decoding Imagined Speech from Non-Invasive Human Brain Signals
Decoding imagined speech from human brain signals is a challenging and i...
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12/16/2021
Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions
Metaverse provides an alternative platform for human interaction in the ...
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12/15/2021
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech
Transformers are groundbreaking architectures that have changed a flow o...
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12/08/2021
Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running
We present a mobile dataset obtained from electroencephalography (EEG) o...
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05/31/2021
Voice of Your Brain: Cognitive Representations of Imagined Speech,Overt Speech, and Speech Perception Based on EEG
Every people has their own voice, likewise, brain signals dis-play disti...
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03/03/2021
Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment
Recently, practical brain-computer interface is actively carried out, es...
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05/18/2020
Reconstructing ERP Signals Using Generative Adversarial Networks for Mobile Brain-Machine Interface
Practical brain-machine interfaces have been widely studied to accuratel...
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02/04/2020