Ganapati Bhat

IEEE Des. Test, April, 2025

Special Issue on Wearable IoT Devices for Reliable Mobile Health Applications.

[BibT_eX]

[DOI]

Pietro Mercati

IEEE Des. Test, April, 2025

Sensor-Aware Data Imputation for Time-Series Machine Learning on Low-Power Wearable Devices.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2025

Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Uncertainty-Aware Energy Management for Wearable IoT Devices with Conformal Prediction.

[BibT_eX]

[DOI]

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

Indoor-Outdoor Energy Management for Wearable IoT Devices With Conformal Prediction and Rollout.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

EMI: Energy Management Meets Imputation in Wearable IoT Devices.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

SensorGAN: A Novel Data Recovery Approach for Wearable Human Activity Recognition.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., May, 2024

Introduction to the Special Issue on Embedded System Software/Tools.

[BibT_eX]

[DOI]

Biresh Kumar Joardar

Mengying Zhao

ACM Trans. Design Autom. Electr. Syst., 2024

Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices.

[BibT_eX]

[DOI]

Lubah Nelson

CoRR, 2024

Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

CIM: A Novel Clustering-based Energy-Efficient Data Imputation Method for Human Activity Recognition.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., October, 2023

Uncertainty-aware Energy Harvest Prediction and Management for IoT Devices.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., September, 2023

Transfer Learning for Human Activity Recognition Using Representational Analysis of Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., January, 2023

Energy-Efficient Missing Data Recovery in Wearable Devices: A Novel Search-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

2022

<i>MGait</i>: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors.

[BibT_eX]

[DOI]

Sizhe An

Yigit Tuncel

Toygun Basaklar

Gokul K. Krishnakumar

ACM Trans. Internet Things, 2022

Near-Optimal Energy Management for Energy Harvesting IoT Devices Using Imitation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Systematic Survey of Research Trends in Technology Usage for Parkinson's Disease.

[BibT_eX]

[DOI]

Sensors, 2022

ECO: Enabling Energy-Neutral IoT Devices Through Runtime Allocation of Harvested Energy.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Reliable Machine Learning for Wearable Activity Monitoring: Novel Algorithms and Theoretical Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

DIET: A Dynamic Energy Management Approach for Wearable Health Monitoring Devices.

[BibT_eX]

[DOI]

Janardhan Rao Doppa

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Robust Human Activity Recognition Using Generative Adversarial Imputation Networks.

[BibT_eX]

[DOI]

Aaryan Jain

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health.

[BibT_eX]

[DOI]

Janardhan Rao Doppa

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Analysis and Control of Power-Temperature Dynamics in Heterogeneous Multiprocessors.

[BibT_eX]

[DOI]

Suat Gumussoy

IEEE Trans. Control. Syst. Technol., 2021

Online Solar Energy Prediction for Energy-Harvesting Internet of Things Devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

An Energy-aware Online Learning Framework for Resource Management in Heterogeneous Platforms.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2020

Voltage-Frequency Domain Optimization for Energy-Neutral Wearable Health Devices.

[BibT_eX]

[DOI]

Sensors, 2020

Energy per Operation Optimization for Energy-Harvesting Wearable IoT Devices.

[BibT_eX]

[DOI]

Sensors, 2020

w-HAR: An Activity Recognition Dataset and Framework Using Low-Power Wearable Devices.

[BibT_eX]

[DOI]

Sensors, 2020

Self-Powered Wearable IoT Devices for Health and Activity Monitoring.

[BibT_eX]

[DOI]

Found. Trends Electron. Des. Autom., 2020

Determining Mechanical Stress Testing Parameters for FHE Designs with Low Computational Overhead.

[BibT_eX]

[DOI]

IEEE Des. Test, 2020

Special Session: Physically Flexible Devices for Health and Activity Monitoring: Challenges from Design to Test.

[BibT_eX]

[DOI]

Yigit Tuncel

Proceedings of the 38th IEEE VLSI Test Symposium, 2020

2019

Dynamic Resource Management of Heterogeneous Mobile Platforms via Imitation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

An Ultra-Low Energy Human Activity Recognition Accelerator for Wearable Health Applications.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2019

OpenHealth: Open-Source Platform for Wearable Health Monitoring.

[BibT_eX]

[DOI]

Ranadeep Deb

IEEE Des. Test, 2019

Optimized Stress Testing for Flexible Hybrid Electronics Designs.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE VLSI Test Symposium, 2019

Sensor-Classifier Co-Optimization for Wearable Human Activity Recognition Applications.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019

Power and Thermal Analysis of Commercial Mobile Platforms: Experiments and Case Studies.

[BibT_eX]

[DOI]

Suat Gumussoy

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

REAP: Runtime Energy-Accuracy Optimization for Energy Harvesting IoT Devices.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Algorithmic Optimization of Thermal and Power Management for Heterogeneous Mobile Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2018

Detection Mechanisms for Unauthorized Wireless Transmissions.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2018

Online learning for adaptive optimization of heterogeneous SoCs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2018

Online human activity recognition using low-power wearable devices.

[BibT_eX]

[DOI]

Ranadeep Deb

Vatika Vardhan Chaurasia

Holly Shill

Proceedings of the International Conference on Computer-Aided Design, 2018

Energy-Optimal Gesture Recognition using Self-Powered Wearable Devices.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017

DyPO: Dynamic Pareto-Optimal Configuration Selection for Heterogeneous MpSoCs.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2017

Power-Temperature Stability and Safety Analysis for Multiprocessor Systems.

[BibT_eX]

[DOI]

Suat Gumussoy

ACM Trans. Embed. Comput. Syst., 2017

Near-optimal energy allocation for self-powered wearable systems.

[BibT_eX]

[DOI]

Jaehyun Park