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Eeg Decoding
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EEG Decoding - extracting useful information directly from EEG data.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG
Deep Correlation Analysis for Audio-EEG Decoding
Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
Improving EEG Decoding via Clustering-based Multi-task Feature Learning
Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals
The "Sound of Silence" in EEG -- Cognitive voice activity detection
Subject-Aware Contrastive Learning for Biosignals
Federated Transfer Learning for EEG Signal Classification
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification
EEG Signal Classification using Variational Mode Decomposition
Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface
Applying Transfer Learning To Deep Learned Models For EEG Analysis
Decoding P300 Variability using Convolutional Neural Networks
Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy
An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis
Classification of EEG Signal based on non-Gaussian Neutral Vector
Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding
A large-scale evaluation framework for EEG deep learning architectures
A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks
Deep learning with convolutional neural networks for EEG decoding and visualization
Imagined speech classification using EEG
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.