| DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates | Aug 24, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| DeepSpeech models show Human-like Performance and Processing of Cochlear Implant Inputs | Jul 30, 2024 | EEGPhoneme Recognition | —Unverified | 0 |
| Deep Transfer Learning for EEG-based Brain Computer Interface | Aug 6, 2018 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Deep Transfer Learning for Error Decoding from Non-Invasive EEG | Oct 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep transfer learning for improving single-EEG arousal detection | Apr 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep User Identification Model with Multiple Biometrics | Sep 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Demo: Multi-Modal Seizure Prediction System | Nov 1, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 |
| Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding | Jul 20, 2022 | Brain DecodingClassification | —Unverified | 0 |
| Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals | Mar 9, 2023 | Drug Response PredictionEEG | —Unverified | 0 |
| Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis | Feb 8, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers | Sep 23, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Design of BCCWJ-EEG: Balanced Corpus with Human Electroencephalography | May 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Detecting and Tracking The Real-time Hot Topics: A Study on Computational Neuroscience | Aug 19, 2016 | ArticlesEEG | —Unverified | 0 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Detecting Epileptic Seizures from EEG Data using Neural Networks | Dec 19, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Correlation based Multi-phasal models for improved imagined speech EEG recognition | Nov 4, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface | May 26, 2019 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech | Mar 14, 2023 | DiagnosticEEG | —Unverified | 0 |
| Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework | Jan 17, 2024 | EEG | —Unverified | 0 |
| Advancing Speech Synthesis using EEG | Apr 9, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Novel Epileptic Seizure Detection Techniques and their Empirical Analysis | Feb 17, 2023 | Dimensionality ReductionEEG | —Unverified | 0 |
| Detection of epileptic seizure in EEG signals using linear least squares preprocessing | Apr 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies | Sep 6, 2021 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision | Sep 21, 2023 | Brain DecodingContrastive Learning | —Unverified | 0 |
| Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals | May 8, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Ensemble Learning Based Classification of Individual Finger Movement from EEG | Mar 25, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Development of Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels | Aug 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Dynamic Graph Modeling of Simultaneous EEG and Eye-tracking Data for Reading Task Identification | Feb 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis | Jan 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection | Feb 21, 2022 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection | Sep 7, 2023 | EEG | —Unverified | 0 |
| Diagnosing Bipolar Disorder from 3-D Structural Magnetic Resonance Images Using a Hybrid GAN-CNN Method | Oct 11, 2023 | Data AugmentationEEG | —Unverified | 0 |
| Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals | Jan 14, 2024 | EEG | —Unverified | 0 |
| Early Detection of Cognitive Impairment in Elderly using a Passive FPVS-EEG BCI and Machine Learning -- Extended Version | Apr 15, 2025 | EEG | —Unverified | 0 |
| CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities | Mar 27, 2023 | DiagnosticEEG | —Unverified | 0 |
| Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study | Oct 24, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Differences in Neurovascular Coupling in Patients with Major Depressive Disorder: Evidence from Simultaneous Resting-State EEG-fNIRS | Jun 13, 2025 | EEG | —Unverified | 0 |
| Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study | Feb 8, 2024 | EEG | —Unverified | 0 |
| Differential EEG Characteristics during Working Memory Encoding and Re-encoding | Dec 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning | Sep 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Difficulties applying recent blind source separation techniques to EEG and MEG | Jan 21, 2015 | blind source separationEEG | —Unverified | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 |
| Beyond the Signal: Medication State Effect on EEG-Based AI models for Parkinson's Disease | Mar 27, 2025 | EEG | —Unverified | 0 |
| Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo | Sep 13, 2023 | EEGRhythm | —Unverified | 0 |
| Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data | Oct 31, 2023 | Causal DiscoveryEEG | —Unverified | 0 |
| Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling | Feb 6, 2019 | Computational EfficiencyEEG | —Unverified | 0 |
| Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality | Feb 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Technique Based on Chaos for Brain Computer Interfacing | Mar 13, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram | Aug 14, 2022 | Computational EfficiencyEEG | —Unverified | 0 |