Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Mei, Lan, Cioflan, Cristian, Ingolfsson, Thorir Mar, Kartsch, Victor, Cossettini, Andrea, Wang, Xiaying, Benini, Luca |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
par: Mei, Lan, et autres
Publié: (2024)
par: Mei, Lan, et autres
Publié: (2024)
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
par: Wang, Xiaying, et autres
Publié: (2023)
par: Wang, Xiaying, et autres
Publié: (2023)
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller
par: Tegon, Anna, et autres
Publié: (2026)
par: Tegon, Anna, et autres
Publié: (2026)
NanoHydra: Energy-Efficient Time-Series Classification at the Edge
par: Cioflan, Cristian, et autres
Publié: (2025)
par: Cioflan, Cristian, et autres
Publié: (2025)
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
par: Fasulo, Matteo, et autres
Publié: (2025)
par: Fasulo, Matteo, et autres
Publié: (2025)
Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring
par: Santos, Carlos, et autres
Publié: (2025)
par: Santos, Carlos, et autres
Publié: (2025)
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
par: Frey, Sebastian, et autres
Publié: (2024)
par: Frey, Sebastian, et autres
Publié: (2024)
On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms
par: Kröger, Lars, et autres
Publié: (2025)
par: Kröger, Lars, et autres
Publié: (2025)
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
par: Wang, Xiaying, et autres
Publié: (2022)
par: Wang, Xiaying, et autres
Publié: (2022)
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
par: Dimofte, Alexandru, et autres
Publié: (2025)
par: Dimofte, Alexandru, et autres
Publié: (2025)
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms
par: Dan, Jonathan, et autres
Publié: (2024)
par: Dan, Jonathan, et autres
Publié: (2024)
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model
par: Tegon, Anna, et autres
Publié: (2025)
par: Tegon, Anna, et autres
Publié: (2025)
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning
par: Wibowo, Yoga Esa, et autres
Publié: (2024)
par: Wibowo, Yoga Esa, et autres
Publié: (2024)
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing
par: Frey, Sebastian, et autres
Publié: (2025)
par: Frey, Sebastian, et autres
Publié: (2025)
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
par: Tóth, Bálint, et autres
Publié: (2025)
par: Tóth, Bálint, et autres
Publié: (2025)
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones
par: Müller, Hanna, et autres
Publié: (2024)
par: Müller, Hanna, et autres
Publié: (2024)
A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers
par: Liao, Jiawei, et autres
Publié: (2024)
par: Liao, Jiawei, et autres
Publié: (2024)
SilentWear: an Ultra-Low Power Wearable System for EMG-based Silent Speech Recognition
par: Spacone, Giusy, et autres
Publié: (2026)
par: Spacone, Giusy, et autres
Publié: (2026)
Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking
par: Spacone, Giusy, et autres
Publié: (2025)
par: Spacone, Giusy, et autres
Publié: (2025)
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
par: Benfenati, Luca, et autres
Publié: (2024)
par: Benfenati, Luca, et autres
Publié: (2024)
A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing
par: Wiese, Philip, et autres
Publié: (2025)
par: Wiese, Philip, et autres
Publié: (2025)
A Parallel Ultra-Low Power Silent Speech Interface based on a Wearable, Fully-dry EMG Neckband
par: Meier, Fiona, et autres
Publié: (2025)
par: Meier, Fiona, et autres
Publié: (2025)
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
par: Döner, Berkay, et autres
Publié: (2025)
par: Döner, Berkay, et autres
Publié: (2025)
ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems
par: Bhattacharjee, Soumyo, et autres
Publié: (2025)
par: Bhattacharjee, Soumyo, et autres
Publié: (2025)
LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling
par: Broustail, Danaé, et autres
Publié: (2026)
par: Broustail, Danaé, et autres
Publié: (2026)
PanLUNA: An Efficient and Robust Query-Unified Multimodal Model for Edge Biosignal Intelligence
par: Zelic, Marija, et autres
Publié: (2026)
par: Zelic, Marija, et autres
Publié: (2026)
PuLsE: Accurate and Robust Ultrasound-based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device
par: Giordano, Marco, et autres
Publié: (2024)
par: Giordano, Marco, et autres
Publié: (2024)
Boosting keyword spotting through on-device learnable user speech characteristics
par: Cioflan, Cristian, et autres
Publié: (2024)
par: Cioflan, Cristian, et autres
Publié: (2024)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
par: Benfenati, Luca, et autres
Publié: (2024)
par: Benfenati, Luca, et autres
Publié: (2024)
Sub-Scalp Brain-Computer Interface Device Design and Fabrication
par: Mahoney, Timothy B., et autres
Publié: (2025)
par: Mahoney, Timothy B., et autres
Publié: (2025)
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
par: Burrello, Alessio, et autres
Publié: (2024)
par: Burrello, Alessio, et autres
Publié: (2024)
BioTrain: Sub-MB, Sub-50mW On-Device Fine-Tuning for Edge-AI on Biosignals
par: Wang, Run, et autres
Publié: (2026)
par: Wang, Run, et autres
Publié: (2026)
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems
par: Cioflan, Cristian, et autres
Publié: (2024)
par: Cioflan, Cristian, et autres
Publié: (2024)
WearBCI Dataset: Understanding and Benchmarking Real-World Wearable Brain-Computer Interfaces Signals
par: Liu, Haoxian, et autres
Publié: (2026)
par: Liu, Haoxian, et autres
Publié: (2026)
Dual-Timescale Hebbian Accumulators for Online Spiking Neural Network Decoding in Intracortical Brain Machine Interfaces
par: Nallani, Sriram V. C., et autres
Publié: (2025)
par: Nallani, Sriram V. C., et autres
Publié: (2025)
Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface
par: Mohan, Vivek, et autres
Publié: (2023)
par: Mohan, Vivek, et autres
Publié: (2023)
A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks
par: Bertuletti, Marco, et autres
Publié: (2025)
par: Bertuletti, Marco, et autres
Publié: (2025)
A Meta-Fusion Architecture for Few-Shot Classification of Spike Waveforms in High-Bandwidth Brain-Machine Interfacing
par: Fang, Tao, et autres
Publié: (2025)
par: Fang, Tao, et autres
Publié: (2025)
Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface
par: Piozin, Corentin, et autres
Publié: (2024)
par: Piozin, Corentin, et autres
Publié: (2024)
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces
par: Wang, Jiyuan, et autres
Publié: (2025)
par: Wang, Jiyuan, et autres
Publié: (2025)
Documents similaires
-
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities
par: Mei, Lan, et autres
Publié: (2024) -
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
par: Wang, Xiaying, et autres
Publié: (2023) -
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller
par: Tegon, Anna, et autres
Publié: (2026) -
NanoHydra: Energy-Efficient Time-Series Classification at the Edge
par: Cioflan, Cristian, et autres
Publié: (2025) -
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
par: Fasulo, Matteo, et autres
Publié: (2025)