Cargando…

EEG-based image classification via a region-level stacked bi-directional deep learning framework

BACKGROUND: As a physiological signal, EEG data cannot be subjectively changed or hidden. Compared with other physiological signals, EEG signals are directly related to human cortical activities with excellent temporal resolution. After the rapid development of machine learning and artificial intell...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fares, Ahmed, Zhong, Sheng-hua, Jiang, Jianmin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2019
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6921386/ https://www.ncbi.nlm.nih.gov/pubmed/31856818 http://dx.doi.org/10.1186/s12911-019-0967-9

Ejemplares similares

A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India
por: Ahuja, Sahil, et al.
Publicado: (2021)

EEG Classification of Motor Imagery Using a Novel Deep Learning Framework
por: Dai, Mengxi, et al.
Publicado: (2019)

EEG-Based Emotion Classification Using Stacking Ensemble Approach
por: Chatterjee, Subhajit, et al.
Publicado: (2022)

EEG Classification of Normal and Alcoholic by Deep Learning
por: Li, Houchi, et al.
Publicado: (2022)

A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals
por: ElMoaqet, Hisham, et al.
Publicado: (2022)

EEG Feature Selection via Stacked Deep Embedded Regression With Joint Sparsity
por: Jiang, Kui, et al.
Publicado: (2020)

Deepfake tweets classification using stacked Bi-LSTM and words embedding
por: Rupapara, Vaibhav, et al.
Publicado: (2021)

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

Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals
por: Zhang, Hongyi, et al.
Publicado: (2020)

Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM)
por: Algarni, Mona, et al.
Publicado: (2022)

Brain Tumor Classification based on Improved Stacked Ensemble Deep Learning Methods
por: Al-Azzwi, Zobeda Hatif Naji, et al.
Publicado: (2023)

End‐to‐end deep learning classification of vocal pathology using stacked vowels
por: Liu, George S., et al.
Publicado: (2023)

TSMG: A Deep Learning Framework for Recognizing Human Learning Style Using EEG Signals
por: Zhang, Bingxue, et al.
Publicado: (2021)

Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting
por: Bakasa, Wilson, et al.
Publicado: (2023)

A Deep Learning Framework for Signal Detection and Modulation Classification
por: Zha, Xiong, et al.
Publicado: (2019)

EEG Emotion Classification Using an Improved SincNet-Based Deep Learning Model
por: Zeng, Hong, et al.
Publicado: (2019)

A stacking ensemble deep learning approach to cancer type classification based on TCGA data
por: Mohammed, Mohanad, et al.
Publicado: (2021)

An Optimal Stacked ResNet-BiLSTM-Based Accurate Detection and Classification of Genetic Disorders
por: Nandhini, K., et al.
Publicado: (2023)

A Deep Learning-Based Classification Method for Different Frequency EEG Data
por: Wen, Tingxi, et al.
Publicado: (2021)

A Deep Learning Method Approach for Sleep Stage Classification with EEG Spectrogram
por: Li, Chengfan, et al.
Publicado: (2022)

A Stacking Ensemble Learning Framework for Genomic Prediction
por: Liang, Mang, et al.
Publicado: (2021)

Review of EEG-based pattern classification frameworks for dyslexia
por: Perera, Harshani, et al.
Publicado: (2018)

An Adaptive Deep Learning Framework for Dynamic Image Classification in the Internet of Things Environment
por: Jameel, Syed Muslim, et al.
Publicado: (2020)

An Intelligent EEG Classification Methodology Based on Sparse Representation Enhanced Deep Learning Networks
por: Huang, Jing-Shan, et al.
Publicado: (2020)

Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off
por: León, Javier, et al.
Publicado: (2020)

A Generalizable and Discriminative Learning Method for Deep EEG-Based Motor Imagery Classification
por: Huang, Xiuyu, et al.
Publicado: (2021)

A deep learning framework for epileptic seizure detection based on neonatal EEG signals
por: Gramacki, Artur, et al.
Publicado: (2022)

Automatic Sleep-Arousal Detection with Single-Lead EEG Using Stacking Ensemble Learning
por: Chien, Ying-Ren, et al.
Publicado: (2021)

A Deep Learning-Based Framework for Retinal Disease Classification
por: Choudhary, Amit, et al.
Publicado: (2023)

A deep learning framework for financial time series using stacked autoencoders and long-short term memory
por: Bao, Wei, et al.
Publicado: (2017)

A bi-directional deep learning architecture for lung nodule semantic segmentation
por: Bhattacharyya, Debnath, et al.
Publicado: (2022)

Optimal Deep Stacked Sparse Autoencoder Based Osteosarcoma Detection and Classification Model
por: Fakieh, Bahjat, et al.
Publicado: (2022)

Deep-EEG: An Optimized and Robust Framework and Method for EEG-Based Diagnosis of Epileptic Seizure
por: Mir, Waseem Ahmad, et al.
Publicado: (2023)

Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning
por: Gupta, Anmol, et al.
Publicado: (2021)

Classification of motor imagery EEG using deep learning increases performance in inefficient BCI users
por: Tibrewal, Navneet, et al.
Publicado: (2022)

Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification
por: Prabhakar, Sunil Kumar, et al.
Publicado: (2022)

Mixed-Input Deep Learning Approach to Sleep/Wake State Classification by Using EEG Signals
por: Hasan, Md. Nazmul, et al.
Publicado: (2023)

SASDL and RBATQ: Sparse Autoencoder With Swarm Based Deep Learning and Reinforcement Based Q-Learning for EEG Classification
Publicado: (2022)

A New Approach for Gastrointestinal Tract Findings Detection and Classification: Deep Learning-Based Hybrid Stacking Ensemble Models
por: Sivari, Esra, et al.
Publicado: (2023)

Toward a Vision-Based Intelligent System: A Stacked Encoded Deep Learning Framework for Sign Language Recognition
por: Islam, Muhammad, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_6k1m71pqgkfr9kv8qcfot2jhvg