EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
Fuente:
arXiv
Guardado en:
| Autores principales: | Benfenati, Luca, Belloni, Sofia, Burrello, Alessio, Kasnesis, Panagiotis, Wang, Xiaying, Benini, Luca, Poncino, Massimo, Macii, Enrico, Pagliari, Daniele Jahier |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
por: Burrello, Alessio, et al.
Publicado: (2024)
por: Burrello, Alessio, et al.
Publicado: (2024)
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables
por: Carlucci, Francesco, et al.
Publicado: (2026)
por: Carlucci, Francesco, et al.
Publicado: (2026)
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
por: Daghero, Francesco, et al.
Publicado: (2024)
por: Daghero, Francesco, et al.
Publicado: (2024)
Foundation Models for Structural Health Monitoring
por: Benfenati, Luca, et al.
Publicado: (2024)
por: Benfenati, Luca, et al.
Publicado: (2024)
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction
por: Pollo, Giovanni, et al.
Publicado: (2024)
por: Pollo, Giovanni, et al.
Publicado: (2024)
Lightweight Software Kernels and Hardware Extensions for Efficient Sparse Deep Neural Networks on Microcontrollers
por: Daghero, Francesco, et al.
Publicado: (2025)
por: Daghero, Francesco, et al.
Publicado: (2025)
BlankSkip: Early-exit Object Detection onboard Nano-drones
por: Marra, Carlo, et al.
Publicado: (2026)
por: Marra, Carlo, et al.
Publicado: (2026)
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
por: Motetti, Beatrice Alessandra, et al.
Publicado: (2024)
por: Motetti, Beatrice Alessandra, et al.
Publicado: (2024)
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones
por: Risso, Matteo, et al.
Publicado: (2024)
por: Risso, Matteo, et al.
Publicado: (2024)
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
por: Benfenati, Luca, et al.
Publicado: (2024)
por: Benfenati, Luca, et al.
Publicado: (2024)
Don't be so Stief! Learning KV Cache low-rank approximation over the Stiefel manifold
por: Benfenati, Luca, et al.
Publicado: (2026)
por: Benfenati, Luca, et al.
Publicado: (2026)
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays
por: Risso, Matteo, et al.
Publicado: (2024)
por: Risso, Matteo, et al.
Publicado: (2024)
Integrating SystemC-AMS Power Modeling with a RISC-V ISS for Virtual Prototyping of Battery-operated Embedded Devices
por: Hamdi, Mohamed Amine, et al.
Publicado: (2024)
por: Hamdi, Mohamed Amine, et al.
Publicado: (2024)
Before Parc Fermé: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving
por: Benfenati, Luca, et al.
Publicado: (2026)
por: Benfenati, Luca, et al.
Publicado: (2026)
Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
por: Risso, Matteo, et al.
Publicado: (2024)
por: Risso, Matteo, et al.
Publicado: (2024)
Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform
por: Potocnik, Viviane, et al.
Publicado: (2024)
por: Potocnik, Viviane, et al.
Publicado: (2024)
OnDA: On-device Channel Pruning for Efficient Personalized Keyword Spotting
por: Risso, Matteo, et al.
Publicado: (2026)
por: Risso, Matteo, et al.
Publicado: (2026)
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time
por: Risso, Matteo, et al.
Publicado: (2024)
por: Risso, Matteo, et al.
Publicado: (2024)
Late Breaking Results: CHESSY: Coupled Hybrid Emulation with SystemC-FPGA Synchronization
por: Ruotolo, Lorenzo, et al.
Publicado: (2026)
por: Ruotolo, Lorenzo, et al.
Publicado: (2026)
V-Seek: Accelerating LLM Reasoning on Open-hardware Server-class RISC-V Platforms
por: Rodrigo, Javier J. Poveda, et al.
Publicado: (2025)
por: Rodrigo, Javier J. Poveda, et al.
Publicado: (2025)
MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design
por: Pollo, Giovanni, et al.
Publicado: (2025)
por: Pollo, Giovanni, et al.
Publicado: (2025)
Model-Driven Dataset Generation for Data-Driven Battery SOH Models
por: Alamin, Khaled Sidahmed Sidahmed, et al.
Publicado: (2024)
por: Alamin, Khaled Sidahmed Sidahmed, et al.
Publicado: (2024)
SilentWear: an Ultra-Low Power Wearable System for EMG-based Silent Speech Recognition
por: Spacone, Giusy, et al.
Publicado: (2026)
por: Spacone, Giusy, et al.
Publicado: (2026)
MATCHA: Efficient Deployment of Deep Neural Networks on Multi-Accelerator Heterogeneous Edge SoCs
por: Russo, Enrico, et al.
Publicado: (2026)
por: Russo, Enrico, et al.
Publicado: (2026)
TYrPPG: Uncomplicated and Enhanced Learning Capability rPPG for Remote Heart Rate Estimation
por: Chen, Taixi, et al.
Publicado: (2025)
por: Chen, Taixi, et al.
Publicado: (2025)
Temporal Cardiovascular Dynamics for Improved PPG-Based Heart Rate Estimation
por: Demirel, Berken Utku, et al.
Publicado: (2025)
por: Demirel, Berken Utku, et al.
Publicado: (2025)
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms
por: Van Delm, Josse, et al.
Publicado: (2024)
por: Van Delm, Josse, et al.
Publicado: (2024)
Adaptive Deep Learning for Efficient Visual Pose Estimation aboard Ultra-low-power Nano-drones
por: Motetti, Beatrice Alessandra, et al.
Publicado: (2024)
por: Motetti, Beatrice Alessandra, et al.
Publicado: (2024)
Towards Characterizing Knowledge Distillation of PPG Heart Rate Estimation Models
por: Arora, Kanav, et al.
Publicado: (2025)
por: Arora, Kanav, et al.
Publicado: (2025)
MATCH: Model-Aware TVM-based Compilation for Heterogeneous Edge Devices
por: Hamdi, Mohamed Amine, et al.
Publicado: (2024)
por: Hamdi, Mohamed Amine, et al.
Publicado: (2024)
Improving Continual Learning for Gaussian Splatting based Environments Reconstruction on Commercial Off-the-Shelf Edge Devices
por: Zaino, Ivan, et al.
Publicado: (2026)
por: Zaino, Ivan, et al.
Publicado: (2026)
Performance evaluation of acceleration of convolutional layers on OpenEdgeCGRA
por: Carpentieri, Nicolò, et al.
Publicado: (2024)
por: Carpentieri, Nicolò, et al.
Publicado: (2024)
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
por: Tóth, Bálint, et al.
Publicado: (2025)
por: Tóth, Bálint, et al.
Publicado: (2025)
An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation
por: Feli, Mohammad, et al.
Publicado: (2025)
por: Feli, Mohammad, et al.
Publicado: (2025)
Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
por: Kazemi, Kianoosh, et al.
Publicado: (2024)
NanoHydra: Energy-Efficient Time-Series Classification at the Edge
por: Cioflan, Cristian, et al.
Publicado: (2025)
por: Cioflan, Cristian, et al.
Publicado: (2025)
MI-BMInet: An Efficient Convolutional Neural Network for Motor Imagery Brain--Machine Interfaces with EEG Channel Selection
por: Wang, Xiaying, et al.
Publicado: (2022)
por: Wang, Xiaying, et al.
Publicado: (2022)
VitalLens 2.0: High-Fidelity rPPG for Heart Rate Variability Estimation from Face Video
por: Rouast, Philipp V.
Publicado: (2025)
por: Rouast, Philipp V.
Publicado: (2025)
egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks
por: Braun, Björn, et al.
Publicado: (2025)
por: Braun, Björn, et al.
Publicado: (2025)
Fused-Tiled Layers: Minimizing Data Movement on RISC-V SoCs with Software-Managed Caches
por: Jung, Victor J. B., et al.
Publicado: (2025)
por: Jung, Victor J. B., et al.
Publicado: (2025)
Ejemplares similares
-
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
por: Burrello, Alessio, et al.
Publicado: (2024) -
End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables
por: Carlucci, Francesco, et al.
Publicado: (2026) -
Accelerating Depthwise Separable Convolutions on Ultra-Low-Power Devices
por: Daghero, Francesco, et al.
Publicado: (2024) -
Foundation Models for Structural Health Monitoring
por: Benfenati, Luca, et al.
Publicado: (2024) -
Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction
por: Pollo, Giovanni, et al.
Publicado: (2024)