| Decoding Working Memory Load from EEG with LSTM Networks | Oct 12, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Decoding Visual Recognition of Objects from EEG Signals based on Attention-Driven Convolutional Neural Network | Aug 28, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Detection of Arousals during Sleep using Multiple Physiological Signals | Oct 5, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 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 | 0 |
| Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree | Dec 18, 2020 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| An automated approach for task evaluation using EEG signals | Nov 7, 2019 | Dimensionality ReductionEEG | —Unverified | 0 | 0 |
| A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification | Sep 21, 2023 | Brain Computer InterfaceDomain Adaptation | —Unverified | 0 | 0 |
| Decoding Saccadic Eye Movements from Brain Signals Using an Endovascular Neural Interface | Jun 9, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Decoding Part-of-Speech from Human EEG Signals | May 1, 2022 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models | May 13, 2025 | EEG | —Unverified | 0 | 0 |
| Decoding of visual-related information from the human EEG using an end-to-end deep learning approach | Nov 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Decoding of the Walking States and Step Rates from Cortical Electrocorticogram Signals | Apr 14, 2021 | DecoderEEG | —Unverified | 0 | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Comparison of linear and nonlinear methods for decoding selective attention to speech from ear-EEG recordings | Jan 10, 2024 | EEG | —Unverified | 0 | 0 |
| Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals | Apr 15, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges | Mar 25, 2025 | DiversityEEG | —Unverified | 0 | 0 |
| An Artificial Intelligence Browser Architecture (AIBA) For Our Kind and Others: A Voice Name System Speech implementation with two warrants, Wake Neutrality and Value Preservation of Personally Identifiable Information | Mar 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Dynamical Systems Approach to Predicting Patient Outcome after Cardiac Arrest | May 13, 2024 | EEG | —Unverified | 0 | 0 |
| ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models | Jan 15, 2016 | Active LearningEEG | —Unverified | 0 | 0 |
| Decoding individual words from non-invasive brain recordings across 723 participants | Dec 11, 2024 | EEG | —Unverified | 0 | 0 |
| Decoding index finger position from EEG using random forests | Dec 14, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Analysis of Two Common Reference Points for EEGs | Jan 3, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Decoding Imagined Speech using Wavelet Features and Deep Neural Networks | Mar 19, 2020 | ClassificationEEG | —Unverified | 0 | 0 |
| Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation | Nov 28, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks | Aug 19, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automated Human Mind Reading Using EEG Signals for Seizure Detection | Nov 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding | Nov 6, 2018 | Brain Computer InterfaceData Augmentation | —Unverified | 0 | 0 |
| Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events | Nov 18, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Decoding finger flexion from band-specific ECoG signals in humans | Jun 28, 2012 | Brain Computer InterfaceBrain Decoding | —Unverified | 0 | 0 |
| Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks | Oct 30, 2024 | EEG | —Unverified | 0 | 0 |
| Automated Feature Extraction on AsMap for Emotion Classification using EEG | Jan 28, 2022 | Automated Feature EngineeringClassification | —Unverified | 0 | 0 |
| Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment | Mar 3, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network | Apr 17, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Analyzing EEG Data with Machine and Deep Learning: A Benchmark | Mar 18, 2022 | Deep LearningEEG | —Unverified | 0 | 0 |
| Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation | Jan 8, 2025 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Decoding EEG Brain Activity for Multi-Modal Natural Language Processing | Feb 17, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features | Apr 5, 2017 | ClassificationEEG | —Unverified | 0 | 0 |
| Decoding dynamic brain patterns from evoked responses: A tutorial on multivariate pattern analysis applied to time-series neuroimaging data | Sep 30, 2016 | Brain DecodingDimensionality Reduction | —Unverified | 0 | 0 |
| Automated Detection of Patients in Hospital Video Recordings | Nov 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning | Jan 15, 2024 | EEG | —Unverified | 0 | 0 |
| A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces | Apr 21, 2023 | EEGGesture Recognition | —Unverified | 0 | 0 |
| Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback | Jun 30, 2020 | Autonomous DrivingEEG | —Unverified | 0 | 0 |
| Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features | Oct 25, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Decoding and interpreting cortical signals with a compact convolutional neural network | Mar 2, 2021 | Brain DecodingEEG | —Unverified | 0 | 0 |
| Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior | Jan 5, 2025 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Decline of long-range temporal correlations in the human brain during sustained wakefulness | Jun 12, 2017 | Decision MakingEEG | —Unverified | 0 | 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 | 0 |
| Analysis of Relation between Motor Activity and Imaginary EEG Records | Jan 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning | Sep 22, 2018 | EEGEEG Artifact Removal | —Unverified | 0 | 0 |
| DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks | Apr 29, 2025 | Contrastive LearningEEG | —Unverified | 0 | 0 |