Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xiaying, Mei, Lan, Kartsch, Victor, Cossettini, Andrea, Benini, Luca |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces
by: Mei, Lan, et al.
Published: (2024)
by: Mei, Lan, et al.
Published: (2024)
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
by: Mei, Lan, et al.
Published: (2024)
by: Mei, Lan, et al.
Published: (2024)
Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring
by: Santos, Carlos, et al.
Published: (2025)
by: Santos, Carlos, et al.
Published: (2025)
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing
by: Frey, Sebastian, et al.
Published: (2025)
by: Frey, Sebastian, et al.
Published: (2025)
Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking
by: Spacone, Giusy, et al.
Published: (2025)
by: Spacone, Giusy, et al.
Published: (2025)
A Parallel Ultra-Low Power Silent Speech Interface based on a Wearable, Fully-dry EMG Neckband
by: Meier, Fiona, et al.
Published: (2025)
by: Meier, Fiona, et al.
Published: (2025)
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
by: Wang, Xiaying, et al.
Published: (2022)
by: Wang, Xiaying, et al.
Published: (2022)
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
by: Frey, Sebastian, et al.
Published: (2024)
by: Frey, Sebastian, et al.
Published: (2024)
A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing
by: Wiese, Philip, et al.
Published: (2025)
by: Wiese, Philip, et al.
Published: (2025)
SilentWear: an Ultra-Low Power Wearable System for EMG-based Silent Speech Recognition
by: Spacone, Giusy, et al.
Published: (2026)
by: Spacone, Giusy, et al.
Published: (2026)
A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers
by: Liao, Jiawei, et al.
Published: (2024)
by: Liao, Jiawei, et al.
Published: (2024)
NanoHydra: Energy-Efficient Time-Series Classification at the Edge
by: Cioflan, Cristian, et al.
Published: (2025)
by: Cioflan, Cristian, et al.
Published: (2025)
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones
by: Müller, Hanna, et al.
Published: (2024)
by: Müller, Hanna, et al.
Published: (2024)
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller
by: Tegon, Anna, et al.
Published: (2026)
by: Tegon, Anna, et al.
Published: (2026)
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms
by: Dan, Jonathan, et al.
Published: (2024)
by: Dan, Jonathan, et al.
Published: (2024)
ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems
by: Bhattacharjee, Soumyo, et al.
Published: (2025)
by: Bhattacharjee, Soumyo, et al.
Published: (2025)
Advancing Accessible Hand-Arm Vibration Safety Monitoring: ISO-Compliance with Wearable Sensors and Transfer Functions
by: Mootz, Johannes, et al.
Published: (2025)
by: Mootz, Johannes, et al.
Published: (2025)
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
by: Burrello, Alessio, et al.
Published: (2024)
by: Burrello, Alessio, et al.
Published: (2024)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
by: Benfenati, Luca, et al.
Published: (2024)
by: Benfenati, Luca, et al.
Published: (2024)
Invited: Human-Inspired Distributed Wearable AI
by: Sen, Shreyas, et al.
Published: (2024)
by: Sen, Shreyas, et al.
Published: (2024)
Design of a Noval Wearable ECG Monitoring Device
by: Wang, Ruihua, et al.
Published: (2025)
by: Wang, Ruihua, et al.
Published: (2025)
Enhancing Energy Efficiency in O-RAN Through Intelligent xApps Deployment
by: Liang, Xuanyu, et al.
Published: (2024)
by: Liang, Xuanyu, et al.
Published: (2024)
In-The-Wild Interference Characterization and Modelling for Electro-Quasistatic-HBC with Miniaturized Wearables
by: Mehrotra, Parikha, et al.
Published: (2020)
by: Mehrotra, Parikha, et al.
Published: (2020)
Radar Network for Gait Monitoring: Technology and Validation
by: López-Delgado, Ignacio E., et al.
Published: (2025)
by: López-Delgado, Ignacio E., et al.
Published: (2025)
Artifacts Are Not Noise: Embodied Resonance and the 70% Signal Loss in Conventional EEG
by: Eldin, Ahmed Gamal
Published: (2025)
by: Eldin, Ahmed Gamal
Published: (2025)
Enhancing Energy and Spectral Efficiency in IoT-Cellular Networks via Active SIM-Equipped LEO Satellites
by: Yeganeh, Rahman Saadat, et al.
Published: (2025)
by: Yeganeh, Rahman Saadat, et al.
Published: (2025)
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
by: Fasulo, Matteo, et al.
Published: (2025)
by: Fasulo, Matteo, et al.
Published: (2025)
Ultrasensitive Textile Strain Sensors Redefine Wearable Silent Speech Interfaces with High Machine Learning Efficiency
by: Tang, Chenyu, et al.
Published: (2023)
by: Tang, Chenyu, et al.
Published: (2023)
Estimating Cellular Network Delays in Finnish Railways: A Machine Learning Enhanced Approach
by: Mansouri, Saeideh, et al.
Published: (2025)
by: Mansouri, Saeideh, et al.
Published: (2025)
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
by: Anand, Pradyot, et al.
Published: (2024)
by: Anand, Pradyot, et al.
Published: (2024)
Adaptive Sensing Performance Design for Enhancing Secure Communication in Networked ISAC Systems
by: Xu, Yiming, et al.
Published: (2025)
by: Xu, Yiming, et al.
Published: (2025)
Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
by: Mahoney, Timothy B, et al.
Published: (2025)
by: Mahoney, Timothy B, et al.
Published: (2025)
Calibrated Unsupervised Anomaly Detection in Multivariate Time-series using Reinforcement Learning
by: Sanami, Saba, et al.
Published: (2025)
by: Sanami, Saba, et al.
Published: (2025)
EOG Communication Interface for Quadriplegics: Prototype & Signal Processing
by: Raj, Aniket, et al.
Published: (2025)
by: Raj, Aniket, et al.
Published: (2025)
PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devices
by: Rakhmatulin, Ildar
Published: (2024)
by: Rakhmatulin, Ildar
Published: (2024)
Machine Learning-Based Performance Evaluation of a Solar-Powered Hydrogen Fuel Cell Hybrid in a Radio-Controlled Electric Vehicle
by: Aghanouri, Amirhesam, et al.
Published: (2025)
by: Aghanouri, Amirhesam, et al.
Published: (2025)
Probabilistic Constellation Shaping for Enhancing Spectral Efficiency in NOMA VLC Systems
by: Kafizov, Amanat, et al.
Published: (2024)
by: Kafizov, Amanat, et al.
Published: (2024)
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization
by: Esfahani, M. Moein, et al.
Published: (2024)
by: Esfahani, M. Moein, et al.
Published: (2024)
Automated Angular Received-Power Characterization of Embedded mmWave Transmitters Using Geometry-Calibrated Spatial Sampling
by: Qureshi, Maaz, et al.
Published: (2026)
by: Qureshi, Maaz, et al.
Published: (2026)
Analysis on Energy Efficiency of RIS-Assisted Multiuser Downlink Near-Field Communications
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
Similar Items
-
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces
by: Mei, Lan, et al.
Published: (2024) -
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
by: Mei, Lan, et al.
Published: (2024) -
Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring
by: Santos, Carlos, et al.
Published: (2025) -
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing
by: Frey, Sebastian, et al.
Published: (2025) -
Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking
by: Spacone, Giusy, et al.
Published: (2025)