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| Binary Single-dimensional Convolutional Neural Network for Seizure Prediction | Jun 8, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity | Apr 25, 2025 | EEG | —Unverified | 0 |
| Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity | Sep 25, 2019 | DiagnosticEEG | —Unverified | 0 |
| Biophysical aspects of neurocognitive modeling with long-term sustained temperature variations | Feb 2, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| BioSerenity-E1: a self-supervised EEG model for medical applications | Mar 13, 2025 | DiagnosticEEG | —Unverified | 0 |
| A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis | Jul 6, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring | Jun 27, 2024 | EEGSeizure Detection | —Unverified | 0 |
| Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types | Feb 1, 2024 | Binary ClassificationEEG | —Unverified | 0 |
| Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease | Jun 10, 2022 | ClassificationEEG | —Unverified | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 |
| Blink Rate Variability during resting and reading sessions | Apr 13, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 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 |
| An information-theoretic model of shallow and deep language comprehension | May 13, 2024 | EEGERP | —Unverified | 0 |
| Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning | Feb 10, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| BRAIN2DEPTH: Lightweight CNN Model for Classification of Cognitive States from EEG Recordings | Jun 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain2Vec: A Deep Learning Framework for EEG-Based Stress Detection Using CNN-LSTM-Attention | Jun 12, 2025 | DiagnosticEEG | —Unverified | 0 |
| Brain Age from the Electroencephalogram of Sleep | May 16, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An intertwined neural network model for EEG classification in brain-computer interfaces | Aug 4, 2022 | Brain Computer InterfaceDenoising | —Unverified | 0 |
| Brain-based control of car infotainment | Apr 24, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer Games | Mar 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition | Nov 18, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep | Mar 4, 2022 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Brain-Computer Interfaces: Investigating the Transition from Visually Evoked to Purely Imagined Steady-State Potentials | Apr 25, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach | Jun 13, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task | Apr 13, 2023 | EEGFunctional Connectivity | —Unverified | 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 |
| BrainDecoder: Style-Based Visual Decoding of EEG Signals | Sep 9, 2024 | EEG | —Unverified | 0 |
| BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance | Sep 21, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| Brain-Driven Representation Learning Based on Diffusion Model | Nov 14, 2023 | DenoisingEEG | —Unverified | 0 |
| BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation | Oct 19, 2024 | EEGRepresentation Learning | —Unverified | 0 |
| Brain EEG Time Series Selection: A Novel Graph-Based Approach for Classification | Jan 14, 2018 | ClassificationEEG | —Unverified | 0 |
| Brain informed transfer learning for categorizing construction hazards | Nov 17, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Brain Model State Space Reconstruction Using an LSTM Neural Network | Jan 20, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| BrainNet: Epileptic Wave Detection from SEEG with Hierarchical Graph Diffusion Learning | Jun 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian | Jun 5, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals | May 18, 2025 | EEG | —Unverified | 0 |
| Brain Responses During Robot-Error Observation | Aug 4, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brains and pseudorandom generators | Nov 26, 2013 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases | Dec 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Benchmarking Domain Generalization on EEG-based Emotion Recognition | Apr 18, 2022 | BenchmarkingDomain Adaptation | —Unverified | 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 |
| A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection | Jun 1, 2022 | Brain Computer InterfaceData Visualization | —Unverified | 0 |
| Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition | Feb 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Brain Source Localization by Alternating Projection | Feb 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden | Jun 21, 2024 | DiagnosticEEG | —Unverified | 0 |
| Brain-Supervised Image Editing | Jan 1, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| An Ensemble Learning Based Classification of Individual Finger Movement from EEG | Mar 25, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Brain-to-Text Decoding: A Non-invasive Approach via Typing | Feb 18, 2025 | EEG | —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 |