Closed-loop motor imagery EEG simulation for brain-computer interfaces

Closed-loop motor imagery EEG simulation for brain-computer interfaces

In a brain-computer interface (BCI) system, the testing of decoding algorithms, tasks, and their parameters is critical for optimizing performance. However, conducting human experiments can be costly and time-consuming, especially when investigating broad sets of parameters. Attempts to utilize prev...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Hyonyoung Shin, Daniel Suma, Bin He
Formáid:	Alt
Teanga:	English
Foilsithe / Cruthaithe:	Frontiers Media S.A. 2022-08-01
Sraith:	Frontiers in Human Neuroscience
Ábhair:	brain-computer interfaces EEG simulation closed-loop systems motor imagery sensorimotor rhythm
Rochtain ar líne:	https://www.frontiersin.org/articles/10.3389/fnhum.2022.951591/full

Míreanna comhchosúla

CHANGES IN PATTERNS OF SENSORIMOTOR EEG RHYTHMS DURING MOTOR IMAGERY
de réir: VF F Pyatin, et al.
Foilsithe / Cruthaithe: (2016-03-01)

Does Real-Time Feedback Affect Sensorimotor EEG Patterns in Routine Motor Imagery Practice?
de réir: Anatoly N. Vasilyev, et al.
Foilsithe / Cruthaithe: (2021-09-01)

Tensor Decomposition Analysis of Longitudinal EEG Signals Reveals Differential Oscillatory Dynamics in Eyes-Closed and Eyes-Open Motor Imagery BCI: A Case Report
de réir: Saman Seifpour, et al.
Foilsithe / Cruthaithe: (2023-06-01)

Riemannian geometry metric-based visual feedback for BCI user training: towards exploratory learning of motor imagery
de réir: Nicolas Ivanov, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Discrepancy between inter- and intra-subject variability in EEG-based motor imagery brain-computer interface: Evidence from multiple perspectives
de réir: Gan Huang, et al.
Foilsithe / Cruthaithe: (2023-02-01)

The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm
de réir: Wenbin Zhang, et al.
Foilsithe / Cruthaithe: (2022-01-01)

Investigating the influence of functional electrical stimulation on motor imagery related μ-rhythm suppression
de réir: Lev Yakovlev, et al.
Foilsithe / Cruthaithe: (2023-07-01)

On the Deep Learning Models for EEG-Based Brain-Computer Interface Using Motor Imagery
de réir: Hao Zhu, et al.
Foilsithe / Cruthaithe: (2022-01-01)

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges
de réir: Natasha Padfield, et al.
Foilsithe / Cruthaithe: (2019-03-01)

Effects of brain network segregation and integration on motor imagery sensorimotor rhythm
de réir: Maoqin Peng, et al.
Foilsithe / Cruthaithe: (2023-12-01)

SENSORIMOTOR POTENTIATION OF MOTOR IMAGINATION AS CNS PLASTICITY ACTIVATOR
de réir: E S Korovina, et al.
Foilsithe / Cruthaithe: (2016-09-01)

Immediate effects of short-term meditation on sensorimotor rhythm-based brain–computer interface performance
de réir: Jeehyun Kim, et al.
Foilsithe / Cruthaithe: (2022-12-01)

Subjective Vividness of Kinesthetic Motor Imagery Is Associated With the Similarity in Magnitude of Sensorimotor Event-Related Desynchronization Between Motor Execution and Motor Imagery
de réir: Hisato Toriyama, et al.
Foilsithe / Cruthaithe: (2018-07-01)

Robustly Effective Approaches on Motor Imagery-Based Brain Computer Interfaces
de réir: Seraphim S. Moumgiakmas, et al.
Foilsithe / Cruthaithe: (2022-04-01)

Three-Class EEG-Based Motor Imagery Classification Using Phase-Space Reconstruction Technique
de réir: Ridha Djemal, et al.
Foilsithe / Cruthaithe: (2016-08-01)

A novel strategy for driving car brain–computer interfaces: Discrimination of EEG-based visual-motor imagery
de réir: Zhou Zhouzhou, et al.
Foilsithe / Cruthaithe: (2021-11-01)

Shallow Convolutional Network Excel for Classifying Motor Imagery EEG in BCI Applications
de réir: Daily Milanes Hermosilla, et al.
Foilsithe / Cruthaithe: (2021-01-01)

Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation
de réir: Catalina M. Galvan, et al.
Foilsithe / Cruthaithe: (2024-01-01)

EEG sensorimotor rhythms’ variation and functional connectivity measures during motor imagery: linear relations and classification approaches
de réir: Carlos A. Stefano Filho, et al.
Foilsithe / Cruthaithe: (2017-11-01)

Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions
de réir: Konstantinos Barmpas, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Performance evaluation of a motor-imagery-based EEG-Brain computer interface using a combined cue with heterogeneous training data in BCI-Naive subjects
de réir: Lee Youngbum, et al.
Foilsithe / Cruthaithe: (2011-10-01)

An improved model using convolutional sliding window-attention network for motor imagery EEG classification
de réir: Yuxuan Huang, et al.
Foilsithe / Cruthaithe: (2023-08-01)

Developing Innovative Feature Extraction Techniques from the Emotion Recognition Field on Motor Imagery Using Brain–Computer Interface EEG Signals
de réir: Amr F. Mohamed, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Signal processing techniques for motor imagery brain computer interface: A review
de réir: Swati Aggarwal, et al.
Foilsithe / Cruthaithe: (2019-01-01)

Motor Imagery EEG Classification Using Capsule Networks
de réir: Kwon-Woo Ha, et al.
Foilsithe / Cruthaithe: (2019-06-01)

A BMI Based on Motor Imagery and Attention for Commanding a Lower-Limb Robotic Exoskeleton: A Case Study
de réir: Laura Ferrero, et al.
Foilsithe / Cruthaithe: (2021-04-01)

EEG-Based BCIs on Motor Imagery Paradigm Using Wearable Technologies: A Systematic Review
de réir: Aurora Saibene, et al.
Foilsithe / Cruthaithe: (2023-03-01)

NeuroFlex: Feasibility of EEG-Based Motor Imagery Control of a Soft Glove for Hand Rehabilitation
de réir: Soroush Zare, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces
de réir: Huanyu Wu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Motor-Imagery EEG-Based BCIs in Wheelchair Movement and Control: A Systematic Literature Review
de réir: Arrigo Palumbo, et al.
Foilsithe / Cruthaithe: (2021-09-01)

Investigating User Proficiency of Motor Imagery for EEG-Based BCI System to Control Simulated Wheelchair
de réir: Theerat Saichoo, et al.
Foilsithe / Cruthaithe: (2022-12-01)

Discriminative Frequencies and Temporal EEG Segmentation in the Motor Imagery Classification Approach
de réir: Dmitry Lazurenko, et al.
Foilsithe / Cruthaithe: (2022-03-01)

Increasing accessibility to a large brain–computer interface dataset: Curation of physionet EEG motor movement/imagery dataset for decoding and classification
de réir: Zaid Shuqfa, et al.
Foilsithe / Cruthaithe: (2024-06-01)

Modifikasi Fitur dengan Differential Asymmetry untuk Meningkatkan Akurasi Klasifikasi EEG Motor Imagery
de réir: Yulianto Tejo Putranto, et al.
Foilsithe / Cruthaithe: (2019-03-01)

A New Method to Generate Artificial Frames Using the Empirical Mode Decomposition for an EEG-Based Motor Imagery BCI
de réir: Josep Dinarès-Ferran, et al.
Foilsithe / Cruthaithe: (2018-05-01)

Optimizing Motor Imagery Parameters for Robotic Arm Control by Brain-Computer Interface
de réir: Ünal Hayta, et al.
Foilsithe / Cruthaithe: (2022-06-01)

Sensorimotor Rhythm-Based Brain–Computer Interfaces for Motor Tasks Used in Hand Upper Extremity Rehabilitation after Stroke: A Systematic Review
de réir: Jianghong Fu, et al.
Foilsithe / Cruthaithe: (2022-12-01)

Brain–Computer-Interface-Based Smart-Home Interface by Leveraging Motor Imagery Signals
de réir: Simona Cariello, et al.
Foilsithe / Cruthaithe: (2023-07-01)

SSTMNet: Spectral-Spatio-Temporal and Multiscale Deep Network for EEG-Based Motor Imagery Classification
de réir: Albandari Alotaibi, et al.
Foilsithe / Cruthaithe: (2025-02-01)

Using Brain-Computer Interface to Control a Virtual Drone Using Non-Invasive Motor Imagery and Machine Learning
de réir: Catalin Dumitrescu, et al.
Foilsithe / Cruthaithe: (2021-12-01)