Berken Utku Demirel

According to our database, Berken Utku Demirel authored at least 17 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones.

Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023

Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning.

Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque

ACM Trans. Comput. Heal., July, 2023

BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation.

Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning.

Berken Utku Demirel, Christian Holz

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds.

Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices.

Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque

IEEE Internet Things J., 2022

Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things.

Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque

IEEE Internet Things J., 2022

Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices.

Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Automatic detection of the spike-and-wave discharges in absence epilepsy for humans and rats using deep learning.

Oguzhan Baser, Melis Yavuz, Kutay Ugurlu, Filiz Onat, Berken Utku Demirel

Biomed. Signal Process. Control., 2022

Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks.

Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

2021

Future of Smart Classroom in the Era of Wearable Neurotechnology.

Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki

CoRR, 2021

Towards Internet-of-Things for Wearable Neurotechnology.

Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices.

Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices.

Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.

Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque

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

Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features.

Berken Utku Demirel, Adnan Harun Dogan, Mohammad Abdullah Al Faruque

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Quality Assessment of ECG Signals Based on Support Vector Machines and Binary Decision Trees.

Berken Utku Demirel, Yesim Serinagaoglu

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020