Decoding of imagined speech electroencephalography neural signals using transfer learning method

EEG-Based Multiword Imagined Speech Classification for Persian Words

(2022) M. R. Asghari Bejestani et al.   Biomed Research International

A transfer learning-based CNN and LSTM hybrid deep learning model to classify motor imagery EEG signals

(2022) Zahra Khademi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system

(2022) Hongguang Pan et al.   Cognitive Neurodynamics

Electroencephalography‐based imagined speech recognition using deep long short‐term memory network

(2022) Prabhakar Agarwal et al.   ETRI JOURNAL

CNN Architectures and Feature Extraction Methods for EEG Imaginary Speech Recognition

(2022) Ana-Luiza Rusnac et al.   SENSORS

Electroencephalography based imagined alphabets classification using spatial and time‐domain features

(2021) Prabhakar Agarwal et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Decoding imagined speech from EEG signals using hybrid-scale spatial-temporal dilated convolution network

(2021) Fu Li et al.   Journal of Neural Engineering

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

(2021) Darya Vorontsova et al.   SENSORS

Cross-Subject Seizure Detection in EEGs Using Deep Transfer Learning

(2020) Baocan Zhang et al.   Computational and Mathematical Methods in Medicine

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

(2020) Yunyuan Gao et al.   Frontiers in Neurology

A review on transfer learning in EEG signal analysis

(2020) Zitong Wan et al.   NEUROCOMPUTING

Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016

(2020) Dongrui Wu et al.   IEEE Transactions on Cognitive and Developmental Systems

Transfer learning in imagined speech EEG-based BCIs

(2019) Jesús S. García-Salinas et al.   Biomedical Signal Processing and Control

Online transfer learning with multiple source domains for multi-class classification

(2019) Zhongfeng Kang et al.   KNOWLEDGE-BASED SYSTEMS

An Algorithm of Daubechies Wavelet Transform in the Final Field When Processing Speech Signals

(2018) Dmitry Popov et al.   Electronics

Multiclass Classification of Word Imagination Speech with Hybrid Connectivity Features

(2017) Muhammad Naveed Iqbal Qureshi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Inferring imagined speech using EEG signals: a new approach using Riemannian manifold features

(2017) Chuong H Nguyen et al.   Journal of Neural Engineering

Online transfer learning by leveraging multiple source domains

(2017) Qingyao Wu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Automatic Speech Recognition from Neural Signals: A Focused Review

(2016) Christian Herff et al.   Frontiers in Neuroscience

Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques

(2015) Hafeez Ullah Amin et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

Brain Computer Interfaces, a Review

(2012) Luis Fernando Nicolas-Alonso et al.   SENSORS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Single-trial classification of vowel speech imagery using common spatial patterns

(2009) Charles S. DaSalla et al.   NEURAL NETWORKS