| Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information | Jan 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior | Jan 5, 2025 | EEGSeizure Detection | —Unverified | 0 |
| Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network | May 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Analysis of Relation between Motor Activity and Imaginary EEG Records | Jan 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning | Sep 22, 2018 | EEGEEG Artifact Removal | —Unverified | 0 |
| Automated Classification of Seizures against Nonseizures: A Deep Learning Approach | Jun 5, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Analysis of Microstate Organization During Emotional Events | Oct 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects | Jul 22, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning | Dec 10, 2013 | BIG-bench Machine LearningBrain Computer Interface | —Unverified | 0 |
| Analysis of Gait-Event-related Brain Potentials During Instructed And Spontaneous Treadmill Walking -- Technical Affordances and used Methods | Mar 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Convolutional Network Adaptation for Cortical Classification During Mobile Brain Imaging | Oct 11, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 |
| A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age | Sep 19, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A unified information-theoretic model of EEG signatures of human language processing | Dec 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Architectures for Automated Seizure Detection in Scalp EEGs | Dec 28, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| Analysis of EEG data using complex geometric structurization | Feb 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Adversarial Deep Learning in EEG Biometrics | Mar 27, 2019 | Deep LearningEEG | —Unverified | 0 |
| A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition | Jul 26, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Decoding Taste Information in Human Brain: A Temporal and Spatial Reconstruction Data Augmentation Method Coupled with Taste EEG | Jul 1, 2023 | Data AugmentationEEG | —Unverified | 0 |
| Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal | Dec 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Attention Patterns Detection using Brain Computer Interfaces | May 20, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Analysis of Blink Rate Variability during reading and memory testing | Mar 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method | Mar 4, 2025 | Binary ClassificationDepression Detection | —Unverified | 0 |
| Canine EEG Helps Human: Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment | Dec 18, 2024 | Brain Computer InterfaceDiagnostic | —Unverified | 0 |
| Attention-based Transfer Learning for Brain-computer Interface | Apr 25, 2019 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Accelerated Algorithms for Source Orientation Detection (AORI) and Spatiotemporal LCMV (ALCMV) Beamforming in EEG Source Localization | Sep 18, 2024 | EEG | —Unverified | 0 |
| Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network | Aug 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection | Aug 28, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Classification of Epileptic Signals | Jan 11, 2018 | ClassificationEEG | —Unverified | 0 |
| Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks | Feb 12, 2025 | EEGSuper-Resolution | —Unverified | 0 |
| Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding | Jul 20, 2018 | EEGEeg Decoding | —Unverified | 0 |
| Analysis of artifacts in EEG signals for building BCIs | Sep 18, 2020 | Brain Computer InterfaceDynamic Time Warping | —Unverified | 0 |
| Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces | Nov 28, 2022 | Artifact DetectionEEG | —Unverified | 0 |
| Cross-individual Recognition of Emotions by a Dynamic Entropy based on Pattern Learning with EEG features | Sep 26, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Cross-Correlation Based Discriminant Criterion for Channel Selection in Motor Imagery BCI Systems | Dec 3, 2020 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout | Aug 21, 2024 | EEGSleep Staging | —Unverified | 0 |
| Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals | Apr 15, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals | Dec 13, 2022 | Brain Computer InterfaceData Augmentation | —Unverified | 0 |
| Cross-Subject Deep Transfer Models for Evoked Potentials in Brain-Computer Interface | Jan 29, 2023 | BenchmarkingBrain Computer Interface | —Unverified | 0 |
| Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface | May 2, 2018 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Cross-Subject Domain Adaptation for Classifying Working Memory Load with Multi-Frame EEG Images | Jun 12, 2021 | Domain AdaptationEEG | —Unverified | 0 |
| Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment | Jun 20, 2019 | Domain AdaptationEEG | —Unverified | 0 |
| A TSK-type Convolutional Recurrent Fuzzy Network for Predicting Driving Fatigue | May 6, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Covariance shrinkage for autocorrelated data | Dec 1, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques | Dec 3, 2024 | DiagnosticEEG | —Unverified | 0 |
| Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings | Jan 10, 2024 | EEG | —Unverified | 0 |
| Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network | Mar 3, 2021 | ClassificationEEG | —Unverified | 0 |
| A topological classifier to characterize brain states: When shape matters more than variance | Mar 7, 2023 | Decision MakingDimensionality Reduction | —Unverified | 0 |