Cargando…

Improving classification and reconstruction of imagined images from EEG signals

Decoding brain activity related to specific tasks, such as imagining something, is important for brain computer interface (BCI) control. While decoding of brain signals, such as functional magnetic resonance imaging (fMRI) signals and electroencephalography (EEG) signals, during observing visual ima...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shimizu, Hirokatsu, Srinivasan, Ramesh
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9491577/ https://www.ncbi.nlm.nih.gov/pubmed/36129927 http://dx.doi.org/10.1371/journal.pone.0274847

Ejemplares similares

ICA-Based Imagined Conceptual Words Classification on EEG Signals
por: Imani, Ehsan, et al.
Publicado: (2017)

Imagined Speech Classification Using EEG and Deep Learning
por: Abdulghani, Mokhles M., et al.
Publicado: (2023)

EEG-Based Multiword Imagined Speech Classification for Persian Words
por: Asghari Bejestani, M. R., et al.
Publicado: (2022)

Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes
por: Popescu, Florin, et al.
Publicado: (2007)

Recognition of EEG Signals from Imagined Vowels Using Deep Learning Methods
por: Sarmiento, Luis Carlos, et al.
Publicado: (2021)

Analysis of EEG signal by flicker-noise spectroscopy: identification of right-/left-hand movement imagination
por: Broniec, A.
Publicado: (2016)

Imagined speech can be decoded from low- and cross-frequency intracranial EEG features
por: Proix, Timothée, et al.
Publicado: (2022)

Epilepsy EEG Signal Classification Algorithm Based on Improved RBF
por: Zhou, Dongmei, et al.
Publicado: (2020)

A State-of-the-Art Review of EEG-Based Imagined Speech Decoding
por: Lopez-Bernal, Diego, et al.
Publicado: (2022)

EEG-based BCI Dataset of Semantic Concepts for Imagination and Perception Tasks
por: Wilson, Holly, et al.
Publicado: (2023)

Imaging and imagination in the diagnostics of asbestosis
por: Candura, Stefano M., et al.
Publicado: (2020)

Considerate motion imagination classification method using deep learning
por: Yan, Zhaokun, et al.
Publicado: (2022)

Multiclass classification of imagined speech EEG using noise-assisted multivariate empirical mode decomposition and multireceptive field convolutional neural network
por: Park, Hyeong-jun, et al.
Publicado: (2023)

Characterization and Robust Classification of EEG Signal from Image RSVP Events with Independent Time-Frequency Features
por: Meng, Jia, et al.
Publicado: (2012)

Entanglement of Imaging and Imagining of Nanotechnology
por: Ruivenkamp, Martin, et al.
Publicado: (2011)

Action Intention Understanding EEG Signal Classification Based on Improved Discriminative Spatial Patterns
por: Xiong, Xingliang, et al.
Publicado: (2021)

Photorealistic Reconstruction of Visual Texture From EEG Signals
por: Wakita, Suguru, et al.
Publicado: (2021)

Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG
por: Cooney, Ciaran, et al.
Publicado: (2020)

Subjective signal strength distinguishes reality from imagination
por: Dijkstra, Nadine, et al.
Publicado: (2023)

Functional Equivalence of Imagined vs. Real Performance of an Inhibitory Task: An EEG/ERP Study
por: Galdo-Alvarez, Santiago, et al.
Publicado: (2016)

Offline Identification of Imagined Speed of Wrist Movements in Paralyzed ALS Patients from Single-Trial EEG
por: Gu, Ying, et al.
Publicado: (2009)

Speculative sewing: Researching, reconstructing, and re-imagining wearable technoscience
por: Jungnickel, Kat
Publicado: (2022)

EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets
por: Pereira, Joana, et al.
Publicado: (2018)

Level-K Classification from EEG Signals Using Transfer Learning
por: Mizrahi, Dor, et al.
Publicado: (2021)

Pattern classification of EEG signals reveals perceptual and attentional states
por: List, Alexandra, et al.
Publicado: (2017)

Schizophrenia EEG Signal Classification Based on Swarm Intelligence Computing
por: Prabhakar, Sunil Kumar, et al.
Publicado: (2020)

Seizure classification in EEG signals utilizing Hilbert-Huang transform
por: Oweis, Rami J, et al.
Publicado: (2011)

IMAGINATION OF THE IMAGES WHEN VIRUSES ATTACK THE LUNGS
por: SARODE, DARSHAN, et al.
Publicado: (2018)

Imagination
por: Callahan, J. R
Publicado: (1890)

Imagine
por: Vroom, Marike
Publicado: (2021)

Imagine /
por: Lennon, John

Classification of EEG Signals Based on Pattern Recognition Approach
por: Amin, Hafeez Ullah, et al.
Publicado: (2017)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

Analysis and classification of EEG signals for brain-computer interfaces
por: Paszkiel, Szczepan
Publicado: (2019)

Emotion recognition from multichannel EEG signals using K-nearest neighbor classification
por: Li, Mi, et al.
Publicado: (2018)

Separation and reconstruction of BCG and EEG signals during continuous EEG and fMRI recordings
por: Xia, Hongjing, et al.
Publicado: (2014)

Emotional State Classification from MUSIC-Based Features of Multichannel EEG Signals
por: Hossain, Sakib Abrar, et al.
Publicado: (2023)

Classification of EEG Signals Using Neural Network for Predicting Consumer Choices
por: Sheela sobana Rani, K., et al.
Publicado: (2022)

Combining EEG signal processing with supervised methods for Alzheimer’s patients classification
por: Fiscon, Giulia, et al.
Publicado: (2018)

Sample Entropy on Multidistance Signal Level Difference for Epileptic EEG Classification
por: Rizal, Achmad, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_jn1knbgtdtqac723ri94mgm9aq