Leveraging Transfer Learning and User-Specific Updates for Rapid Training of BCI Decoders
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Ziheng, Wang, Po T., Ibrahim, Mina, Baveja, Shivali, Mu, Rong, Do, An H., Nenadic, Zoran |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Early feasibility of an embedded bi-directional brain-computer interface for ambulation
by: Lim, Jeffrey, et al.
Published: (2024)
by: Lim, Jeffrey, et al.
Published: (2024)
Cross-BCI, A Cross-BCI-Paradigm Classifica-tion Model Towards Universal BCI Applications
by: Zhou, Gaojie, et al.
Published: (2025)
by: Zhou, Gaojie, et al.
Published: (2025)
The Cost of Simplicity: How Reducing EEG Electrodes Affects Source Localization and BCI Accuracy
by: Guttmann-Flury, Eva, et al.
Published: (2025)
by: Guttmann-Flury, Eva, et al.
Published: (2025)
From Noise to Insight: Visualizing Neural Dynamics with Segmented SNR Topographies for Improved EEG-BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)
by: Guttmann-Flury, Eva, et al.
Published: (2025)
Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
by: Coon, William G, et al.
Published: (2025)
by: Coon, William G, et al.
Published: (2025)
Does Re-referencing Matter? Large Laplacian Filter Optimizes Single-Trial P300 BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025)
by: Guttmann-Flury, Eva, et al.
Published: (2025)
Nullstrap: A Simple, High-Power, and Fast Framework for FDR Control in Variable Selection for Diverse High-Dimensional Models
by: Wang, Changhu, et al.
Published: (2025)
by: Wang, Changhu, et al.
Published: (2025)
Leveraging Machine Learning Models for Peptide-Protein Interaction Prediction
by: Yin, Song, et al.
Published: (2023)
by: Yin, Song, et al.
Published: (2023)
Image-Based Biospeckle Contrast Analysis for Rapid Antimicrobial Susceptibility Testing
by: Gameiro, M. A., et al.
Published: (2025)
by: Gameiro, M. A., et al.
Published: (2025)
In Silico Functional Profiling of Engineered Small Molecules: A Machine Learning Approach Leveraging PubChem Identifiers (CID_SID ML model)
by: Ivanova, Mariya L., et al.
Published: (2025)
by: Ivanova, Mariya L., et al.
Published: (2025)
GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging
by: Ahmed, Saleh Sakib, et al.
Published: (2024)
by: Ahmed, Saleh Sakib, et al.
Published: (2024)
STELLAR-koff: A Transfer Learning Model for Protein-Ligand Dissociation Rate Constant Prediction Based on Interaction Landscape
by: Li, Jingyuan
Published: (2025)
by: Li, Jingyuan
Published: (2025)
GatingTree: Pathfinding Analysis of Group-Specific Effects in Cytometry Data
by: Ono, Masahiro
Published: (2024)
by: Ono, Masahiro
Published: (2024)
Leveraging Transformer Models to Capture Multi-Scale Dynamics in Biomolecules by nano-GPT
by: Zeng, Wenqi, et al.
Published: (2025)
by: Zeng, Wenqi, et al.
Published: (2025)
OmicsQ: A User-Friendly Platform for Interactive Quantitative Omics Data Analysis
by: Trinh, Xuan-Tung, et al.
Published: (2025)
by: Trinh, Xuan-Tung, et al.
Published: (2025)
Reliability for Nerve Fiber Layer Reflectance Using Spectral Domain Optical Coherence Tomography
by: Hossain, Kabir, et al.
Published: (2024)
by: Hossain, Kabir, et al.
Published: (2024)
Using PyBioNetFit to Leverage Qualitative and Quantitative Data in Biological Model Parameterization and Uncertainty Quantification
by: Miller, Ely F., et al.
Published: (2025)
by: Miller, Ely F., et al.
Published: (2025)
Leveraging Protein Language Model Embeddings for Catalytic Turnover Prediction of Adenylate Kinase Orthologs in a Low-Data Regime
by: Muir, Duncan F., et al.
Published: (2025)
by: Muir, Duncan F., et al.
Published: (2025)
Seq2Bind Webserver for Decoding Binding Hotspots directly from Sequences using Fine-Tuned Protein Language Models
by: Ma, Xiang, et al.
Published: (2025)
by: Ma, Xiang, et al.
Published: (2025)
Considering experimental frame rates and robust segmentation analysis of piecewise-linear microparticle trajectories
by: Cook, Keisha J., et al.
Published: (2024)
by: Cook, Keisha J., et al.
Published: (2024)
LiveProteinBench: A Contamination-Free Benchmark for Assessing Models' Specialized Capabilities in Protein Science
by: Rong, Dingyi, et al.
Published: (2025)
by: Rong, Dingyi, et al.
Published: (2025)
Leveraging Retrieval-Augmented Generation and Large Language Models to Predict SERCA-Binding Protein Fragments from Cardiac Proteomics Data
by: Phillips, Taylor A, et al.
Published: (2025)
by: Phillips, Taylor A, et al.
Published: (2025)
Patterns in Individual Blood Count Trajectories in the UK Biobank Characterise Disease-Specific Signatures and Anticipate Pan-Cancer Risk
by: Nagar, Riya, et al.
Published: (2026)
by: Nagar, Riya, et al.
Published: (2026)
Substrate Prediction for RiPP Biosynthetic Enzymes via Masked Language Modeling and Transfer Learning
by: Clark, Joseph D., et al.
Published: (2024)
by: Clark, Joseph D., et al.
Published: (2024)
Learning Patient-Specific Spatial Biomarker Dynamics via Operator Learning for Alzheimer's Disease Progression
by: Wang, Jindong, et al.
Published: (2025)
by: Wang, Jindong, et al.
Published: (2025)
An Update to the SBML Human-Readable Antimony Language
by: Smith, Lucian, et al.
Published: (2024)
by: Smith, Lucian, et al.
Published: (2024)
Beyond Black Boxes: Enhancing Interpretability of Transformers Trained on Neural Data
by: Freeman, Laurence, et al.
Published: (2025)
by: Freeman, Laurence, et al.
Published: (2025)
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates
by: Chen, Kecheng, et al.
Published: (2025)
by: Chen, Kecheng, et al.
Published: (2025)
VARIANT: Web Server for Decoding and Analyzing Viral Mutations at Genome and Protein Levels
by: Wang, Rui, et al.
Published: (2026)
by: Wang, Rui, et al.
Published: (2026)
Decoding Translation-Related Functional Sequences in 5'UTRs Using Interpretable Deep Learning Models
by: Lin, Yuxi, et al.
Published: (2025)
by: Lin, Yuxi, et al.
Published: (2025)
Rapid 3D Multiparametric Mapping of Brain Metastases with Deep Learning-Based Phase-Sensitive MR Fingerprinting
by: Yu, Victoria Y., et al.
Published: (2022)
by: Yu, Victoria Y., et al.
Published: (2022)
Predicting T-Cell Receptor Specificity
by: Tu, Tengyao, et al.
Published: (2024)
by: Tu, Tengyao, et al.
Published: (2024)
Medication Recommendation via Dual Molecular Modalities and Multi-Step Enhancement
by: Mu, Shi, et al.
Published: (2024)
by: Mu, Shi, et al.
Published: (2024)
Rapid Development of Efficient Participant-Specific Computational Models of the Wrist
by: Andreassen, Thor E., et al.
Published: (2025)
by: Andreassen, Thor E., et al.
Published: (2025)
Leveraging statistical models to improve pre-season forecasting and in-season management of a recreational fishery
by: Hyman, A. Challen, et al.
Published: (2025)
by: Hyman, A. Challen, et al.
Published: (2025)
Leveraging Phytolith Research using Artificial Intelligence
by: Ramón, Andrés G. Mejía, et al.
Published: (2026)
by: Ramón, Andrés G. Mejía, et al.
Published: (2026)
Machine Learning-Based Prediction of Mortality in Geriatric Traumatic Brain Injury Patients
by: Si, Yong, et al.
Published: (2025)
by: Si, Yong, et al.
Published: (2025)
Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays
by: Sedgwick, Ruby, et al.
Published: (2024)
by: Sedgwick, Ruby, et al.
Published: (2024)
Global Deep Forecasting with Patient-Specific Pharmacokinetics
by: Potosnak, Willa, et al.
Published: (2023)
by: Potosnak, Willa, et al.
Published: (2023)
Hierarchical Trait-State Model for Decoding Dyadic Social Interactions
by: Wu, Qianying, et al.
Published: (2024)
by: Wu, Qianying, et al.
Published: (2024)
Similar Items
-
Early feasibility of an embedded bi-directional brain-computer interface for ambulation
by: Lim, Jeffrey, et al.
Published: (2024) -
Cross-BCI, A Cross-BCI-Paradigm Classifica-tion Model Towards Universal BCI Applications
by: Zhou, Gaojie, et al.
Published: (2025) -
The Cost of Simplicity: How Reducing EEG Electrodes Affects Source Localization and BCI Accuracy
by: Guttmann-Flury, Eva, et al.
Published: (2025) -
From Noise to Insight: Visualizing Neural Dynamics with Segmented SNR Topographies for Improved EEG-BCI Performance
by: Guttmann-Flury, Eva, et al.
Published: (2025) -
Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices
by: Coon, William G, et al.
Published: (2025)