Browse State-of-the-Art › Motor Imagery › Papers, page 2

Motor Imagery

Papers archive 2025-07-28

archive papers tagged: 252 · with a code link: 81 · where Syntology ran a sample: 9 (8 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (9 of 252 tagged: 8 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 252, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
  4 Dec 2024 0 repositories listed
• Effect of Simulated Space Conditions on functional Connectivity
  4 Dec 2024 0 repositories listed
• Different factors determining Motor Execution and Motor Imagery performance in a serial reaction time task with intrinsic variability
  3 Dec 2024 0 repositories listed
• Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation
  28 Nov 2024 0 repositories listed
• Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms
  18 Nov 2024 0 repositories listed
• Graph-Dictionary Signal Model for Sparse Representations of Multivariate Data
  8 Nov 2024 0 repositories listed
• From Electrode to Global Brain: Integrating Multi- and Cross-Scale Brain Connections and Interactions Under Cross-Subject and Within-Subject Scenarios
  7 Nov 2024 0 repositories listed
• Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model
  31 Oct 2024 0 repositories listed
• Feature Selection via Dynamic Graph-based Attention Block in MI-based EEG Signals
  31 Oct 2024 0 repositories listed
• Neurophysiological Analysis in Motor and Sensory Cortices for Improving Motor Imagination
  31 Oct 2024 0 repositories listed
• Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
  28 Oct 2024 0 repositories listed
• Source Data Selection for Brain-Computer Interfaces based on Simple Features
  3 Oct 2024 0 repositories listed
• Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface
  11 Sep 2024 0 repositories listed
• On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface
  25 Aug 2024 0 repositories listed
• How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
  23 Jul 2024 0 repositories listed
• EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
  20 Jul 2024 0 repositories listed
• SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs
  1 Jul 2024 0 repositories listed
• Community Detection from Multiple Observations: from Product Graph Model to Brain Applications
  21 Jun 2024 0 repositories listed
• Introducing the modularity graph: an application to brain functional networks
  21 Jun 2024 0 repositories listed
• Single Channel-based Motor Imagery Classification using Fisher's Ratio and Pearson Correlation
  20 Jun 2024 0 repositories listed
• Enhancing Computational Efficiency of Motor Imagery BCI Classification with Block-Toeplitz Augmented Covariance Matrices and Siegel Metric
  5 Jun 2024 0 repositories listed
• GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals
  5 Jun 2024 0 repositories listed
• Motor Imagery Task Alters Dynamics of Human Body Posture
  29 May 2024 0 repositories listed
• Pseudo Channel: Time Embedding for Motor Imagery Decoding
  21 May 2024 0 repositories listed
• NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification
  17 May 2024 0 repositories listed
• EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer
  3 May 2024 0 repositories listed
• EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks
  26 Apr 2024 0 repositories listed
• EEGEncoder: Advancing BCI with Transformer-Based Motor Imagery Classification
  23 Apr 2024 0 repositories listed
• EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification
  17 Apr 2024 0 repositories listed
• BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain
  16 Apr 2024 0 repositories listed
• The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding
  10 Apr 2024 0 repositories listed
• Unsupervised Adaptive Deep Learning Method For BCI Motor Imagery Decoding
  15 Mar 2024 0 repositories listed
• Transferring BCI models from calibration to control: Observing shifts in EEG features
  14 Mar 2024 0 repositories listed
• Spatiotemporal Pooling on Appropriate Topological Maps Represented as Two-Dimensional Images for EEG Classification
  7 Mar 2024 0 repositories listed
• FingerNet: EEG Decoding of A Fine Motor Imagery with Finger-tapping Task Based on A Deep Neural Network
  6 Mar 2024 0 repositories listed
• Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces
  15 Feb 2024 0 repositories listed
• RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification
  9 Feb 2024 0 repositories listed
• Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification
  27 Jan 2024 0 repositories listed
• 3D-CLMI: A Motor Imagery EEG Classification Model via Fusion of 3D-CNN and LSTM with Attention
  20 Dec 2023 0 repositories listed
• Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution
  10 Dec 2023 0 repositories listed
• NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification
  9 Dec 2023 0 repositories listed
• Latent Alignment with Deep Set EEG Decoders
  29 Nov 2023 0 repositories listed
• Enhancing Motor Imagery Decoding in Brain Computer Interfaces using Riemann Tangent Space Mapping and Cross Frequency Coupling
  29 Oct 2023 0 repositories listed
• Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm
  29 Oct 2023 0 repositories listed
• LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces
  12 Oct 2023 0 repositories listed
• Graph Neural Network-based EEG Classification: A Survey
  3 Oct 2023 0 repositories listed
• A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification
  21 Sep 2023 0 repositories listed
• Intentional binding enhances hybrid BCI control
  21 Sep 2023 0 repositories listed
• Phase Synchrony Component Self-Organization in Brain Computer Interface
  21 Sep 2023 0 repositories listed
• A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
  25 Aug 2023 0 repositories listed
• Pseudo-online framework for BCI evaluation: A MOABB perspective
  21 Aug 2023 0 repositories listed
• Deep Learning Architecture for Motor Imaged Words
  8 Aug 2023 0 repositories listed
• Feature Reweighting for EEG-based Motor Imagery Classification
  29 Jul 2023 0 repositories listed
• End-to-End Deep Transfer Learning for Calibration-free Motor Imagery Brain Computer Interfaces
  24 Jul 2023 0 repositories listed
• EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks
  20 Jun 2023 0 repositories listed
• Decoding Brain Motor Imagery with various Machine Learning techniques
  13 Jun 2023 0 repositories listed
• A Convolutional Spiking Network for Gesture Recognition in Brain-Computer Interfaces
  21 Apr 2023 0 repositories listed
• Scatter-based common spatial patterns -- a unified spatial filtering framework
  7 Mar 2023 0 repositories listed
• CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals
  13 Dec 2022 0 repositories listed
• A Hybrid Brain-Computer Interface Using Motor Imagery and SSVEP Based on Convolutional Neural Network
  10 Dec 2022 0 repositories listed
• Adversarial Stimuli: Attacking Brain-Computer Interfaces via Perturbed Sensory Events
  18 Nov 2022 0 repositories listed
• Motor imagery classification using EEG spectrograms
  15 Nov 2022 0 repositories listed
• Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities
  28 Oct 2022 0 repositories listed
• The evolution of AI approaches for motor imagery EEG-based BCIs
  11 Oct 2022 0 repositories listed
• Deep learning for ECoG brain-computer interface: end-to-end vs. hand-crafted features
  5 Oct 2022 0 repositories listed
• Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance
  8 Sep 2022 0 repositories listed
• Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure
  31 Aug 2022 0 repositories listed
• Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding
  9 Aug 2022 0 repositories listed
• An intertwined neural network model for EEG classification in brain-computer interfaces
  4 Aug 2022 0 repositories listed
• Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface
  17 Jun 2022 0 repositories listed
• Classification of EEG Motor Imagery Using Deep Learning for Brain-Computer Interface Systems
  31 May 2022 0 repositories listed
• A Subject-Independent Brain-Computer Interface Framework Based on Supervised Autoencoder
  19 Apr 2022 0 repositories listed
• Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism
  19 Apr 2022 0 repositories listed
• A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm
  12 Apr 2022 0 repositories listed
• MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
  28 Mar 2022 0 repositories listed
• Towards physiology-informed data augmentation for EEG-based BCIs
  27 Mar 2022 0 repositories listed
• DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection
  21 Feb 2022 0 repositories listed
• Spectrally Adaptive Common Spatial Patterns
  9 Feb 2022 0 repositories listed
• Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition
  1 Feb 2022 0 repositories listed
• Enhanced motor imagery-based EEG classification using a discriminative graph Fourier subspace
  23 Jan 2022 0 repositories listed
• Neural Network-Based Feature Extraction for Multi-Class Motor Imagery Classification
  5 Jan 2022 0 repositories listed
• Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces
  18 Dec 2021 0 repositories listed
• Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification
  14 Dec 2021 0 repositories listed
• Minimizing subject-dependent calibration for BCI with Riemannian transfer learning
  23 Nov 2021 0 repositories listed
• A channel attention based MLP-Mixer network for motor imagery decoding with EEG
  21 Oct 2021 0 repositories listed
• Novel EEG-based BCIs for Elderly Rehabilitation Enhancement
  8 Oct 2021 0 repositories listed
• Deep convolutional recurrent neural network for short-interval EEG motor imagery classification
  29 Sep 2021 0 repositories listed
• MutualGraphNet: A novel model for motor imagery classification
  2 Sep 2021 0 repositories listed
• A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification
  30 Jul 2021 0 repositories listed
• Classification of Upper Arm Movements from EEG signals using Machine Learning with ICA Analysis
  18 Jul 2021 0 repositories listed
• Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation
  15 Jul 2021 0 repositories listed
• Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks
  25 Jun 2021 0 repositories listed
• Generating Ten BCI Commands Using Four Simple Motor Imageries
  30 May 2021 0 repositories listed
• A New Method for Features Normalization in Motor Imagery Few-Shot Learning using Resting-State
  17 Mar 2021 0 repositories listed
• Model-Agnostic Meta-Learning for EEG Motor Imagery Decoding in Brain-Computer-Interfacing
  10 Mar 2021 0 repositories listed
• Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding
  9 Mar 2021 0 repositories listed
• Gaze-contingent decoding of human navigation intention on an autonomous wheelchair platform
  4 Mar 2021 0 repositories listed
• Decoding and interpreting cortical signals with a compact convolutional neural network
  2 Mar 2021 0 repositories listed
• On the use of generative deep neural networks to synthesize artificial multichannel EEG signals
  16 Feb 2021 0 repositories listed
• End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax
  11 Feb 2021 0 repositories listed