Cover Image

Tailoring deep learning for real-time brain-computer interfaces: From offline models to calibration-free online decoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wimpff, Martin, Zerfowski, Jan, Yang, Bin
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms
by: Wimpff, Martin, et al.
Published: (2023)

Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
by: Wimpff, Martin, et al.
Published: (2023)

From $t$-SNE to UMAP with contrastive learning
by: Damrich, Sebastian, et al.
Published: (2022)

Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon
by: Tscherniak, Isabel Whiteley, et al.
Published: (2025)

Pre-trained Transformer-models using chronic invasive electrophysiology for symptom decoding without patient-individual training
by: Merk, Timon, et al.
Published: (2025)

Detecting cyberbullying in Spanish texts through deep learning techniques
by: Cumba-Armijos, Paúl, et al.
Published: (2025)

PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces
by: Singh, Gursimran, et al.
Published: (2025)

Transferring BCI models from calibration to control: Observing shifts in EEG features
by: de Jong, Ivo Pascal, et al.
Published: (2024)

To impute or not to impute: How machine learning modelers treat missing data
by: Chen, Wanyi, et al.
Published: (2025)

Tailored Behavior-Change Messaging for Physical Activity: Integrating Contextual Bandits and Large Language Models
by: Song, Haochen, et al.
Published: (2025)

EEG decoding with conditional identification information
by: Sun, Pengfei, et al.
Published: (2024)

Low-code from frontend to backend: Connecting conversational user interfaces to backend services via a low-code IoT platform
by: Weber, Irene
Published: (2024)

A Bayesian dynamic stopping method for evoked response brain-computer interfacing
by: Ahmadi, Sara, et al.
Published: (2024)

Machine learning approach in the development of building occupant personas
by: Anik, Sheik Murad Hassan, et al.
Published: (2022)

A computational framework for longitudinal medication adherence prediction in breast cancer survivors: A social cognitive theory based approach
by: Kaur, Navreet, et al.
Published: (2025)

Distinguishing performance gains from learning when using generative AI
by: Yan, Lixiang, et al.
Published: (2026)

A Hands-free Spatial Selection and Interaction Technique using Gaze and Blink Input with Blink Prediction for Extended Reality
by: Rolff, Tim, et al.
Published: (2025)

Human-like visual computing advances explainability and few-shot learning in deep neural networks for complex physiological data
by: Alahmadi, Alaa, et al.
Published: (2025)

Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems
by: Jang, Hyo-Jeong, et al.
Published: (2025)

The two-way knowledge interaction interface between humans and neural networks
by: He, Zhanliang, et al.
Published: (2024)

Uncertainty-Aware Cross-Modal Knowledge Distillation with Prototype Learning for Multimodal Brain-Computer Interfaces
by: Jang, Hyo-Jeong, et al.
Published: (2025)

NeuroPilot: A Realtime Brain-Computer Interface system to enhance concentration of students in online learning
by: Islam, Asif, et al.
Published: (2025)

From Words and Exercises to Wellness: Farsi Chatbot for Self-Attachment Technique
by: Elahimanesh, Sina, et al.
Published: (2023)

Predicting suicidal behavior among Indian adults using childhood trauma, mental health questionnaires and machine learning cascade ensembles
by: Rao, Akash K, et al.
Published: (2024)

Real-time classification of EEG signals using Machine Learning deployment
by: Chowdhuri, Swati, et al.
Published: (2024)

The Trajectory Alignment Coefficient in Two Acts: From Reward Tuning to Reward Learning
by: Muslimani, Calarina, et al.
Published: (2026)

Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
by: Mehta, Rishan, et al.
Published: (2024)

EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms
by: Sharma, Akanksha, et al.
Published: (2024)

Automatic design optimization of preference-based subjective evaluation with online learning in crowdsourcing environment
by: Yasuda, Yusuke, et al.
Published: (2024)

From Lab to Wrist: Bridging Metabolic Monitoring and Consumer Wearables for Heart Rate and Oxygen Consumption Modeling
by: Gahtan, Barak, et al.
Published: (2025)

Exploring the impact of virtual reality user engagement on tourist behavioral response integrated an environment concern of touristic travel perspective: A new hybrid machine learning approach
by: Shang, D. W.
Published: (2024)

Explicit modelling of subject dependency in BCI decoding
by: Romani, Michele, et al.
Published: (2025)

Interactive dense pixel visualizations for time series and model attribution explanations
by: Schlegel, Udo, et al.
Published: (2024)

MsEdF: A Multi-stream Encoder-decoder Framework for Remote Sensing Image Captioning
by: Das, Swadhin, et al.
Published: (2025)

Reducing Label Dependency in Human Activity Recognition with Wearables: From Supervised Learning to Novel Weakly Self-Supervised Approaches
by: Sheng, Taoran, et al.
Published: (2025)

Predicting cognitive load in immersive driving scenarios with a hybrid CNN-RNN model
by: Khan, Mehshan Ahmed, et al.
Published: (2024)

Clinician input steers frontier AI models toward both accurate and harmful decisions
by: Lopez, Ivan, et al.
Published: (2026)

AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments
by: Fang, Cheng, et al.
Published: (2024)

Beyond Physical Labels: Redefining Domains for Robust WiFi-based Gesture Recognition
by: Zhang, Xiang, et al.
Published: (2026)

AdaFlow: Opportunistic Inference on Asynchronous Mobile Data with Generalized Affinity Control
by: Wu, Fenmin, et al.
Published: (2024)