| BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring | Jun 27, 2024 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types | Feb 1, 2024 | Binary ClassificationEEG | —Unverified | 0 | 0 |
| Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease | Jun 10, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 | 0 |
| Blink Rate Variability during resting and reading sessions | Apr 13, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis | Oct 22, 2018 | Binary ClassificationEEG | —Unverified | 0 | 0 |
| Variational Autoencoder Learns Better Feature Representations for EEG-based Obesity Classification | Feb 1, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning | Feb 10, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings | Jun 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain2Vec: A Deep Learning Framework for EEG-Based Stress Detection Using CNN-LSTM-Attention | Jun 12, 2025 | DiagnosticEEG | —Unverified | 0 | 0 |
| Brain Age from the Electroencephalogram of Sleep | May 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG | Jul 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain-based control of car infotainment | Apr 24, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring | Mar 25, 2025 | ArticlesEEG | —Unverified | 0 | 0 |
| Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition | Nov 18, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Brain-Computer Interfaces for Emotional Regulation in Patients with Various Disorders | Nov 22, 2024 | DiversityEEG | —Unverified | 0 | 0 |
| Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials | Apr 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach | Jun 13, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task | Apr 13, 2023 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm | Jun 19, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| BrainDecoder: Style-Based Visual Decoding of EEG Signals | Sep 9, 2024 | EEG | —Unverified | 0 | 0 |
| BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance | Sep 21, 2024 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Brain-Driven Representation Learning Based on Diffusion Model | Nov 14, 2023 | DenoisingEEG | —Unverified | 0 | 0 |
| BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation | Oct 19, 2024 | EEGRepresentation Learning | —Unverified | 0 | 0 |
| Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification | Jan 14, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Brain informed transfer learning for categorizing construction hazards | Nov 17, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Brain Model State Space Reconstruction Using an LSTM Neural Network | Jan 20, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning | Jun 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian | Jun 5, 2019 | ClusteringCommunity Detection | —Unverified | 0 | 0 |
| BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals | May 18, 2025 | EEG | —Unverified | 0 | 0 |
| Brain Responses During Robot-Error Observation | Aug 4, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brains and pseudorandom generators | Nov 26, 2013 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases | Dec 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding | Jan 19, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals | Dec 30, 2021 | Computed Tomography (CT)EEG | —Unverified | 0 | 0 |
| Localization of MEG and EEG Brain Signals by Alternating Projection | Aug 29, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition | Feb 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Brain Source Localization by Alternating Projection | Feb 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden | Jun 21, 2024 | DiagnosticEEG | —Unverified | 0 | 0 |
| Brain-Supervised Image Editing | Jan 1, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Survey on the Role of Artificial Intelligence in the Prediction and Diagnosis of Schizophrenia | May 19, 2023 | EEG | —Unverified | 0 | 0 |
| Brain-to-Text Decoding: A Non-invasive Approach via Typing | Feb 18, 2025 | EEG | —Unverified | 0 | 0 |
| A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond | Feb 17, 2025 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Brain waves are a repetition of a pause and an activity | May 18, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Bridging BCI and Communications: A MIMO Framework for EEG-to-ECoG Wireless Channel Modeling | May 16, 2025 | EEG | —Unverified | 0 | 0 |
| Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding | Feb 11, 2025 | EEGRepresentation Learning | —Unverified | 0 | 0 |
| BRIEDGE: EEG-Adaptive Edge AI for Multi-Brain to Multi-Robot Interaction | Mar 14, 2024 | EEGModel Compression | —Unverified | 0 | 0 |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis | Aug 25, 2020 | Autonomous VehiclesEEG | —Unverified | 0 | 0 |
| BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG | Oct 17, 2024 | Deep LearningEEG | —Unverified | 0 | 0 |
| CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals | Jun 25, 2021 | Data AugmentationEEG | —Unverified | 0 | 0 |