Berken Utku Demirel

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 of Things Journal · 2022 · 142 citations

Convolutional Neural Network, Engineering, Machine Learning +23

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 of Things Journal · 2021 · 44 citations

Wearable System, Medical Monitoring, Engineering +29

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

Nafiul Rashid, Berken Utku Demirel, Mohanad Odema et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2022 · 18 citations · Full text

Low-power Wearable Devices, Ptb Dataset, Convolutional Neural Network +25

Towards Internet-of-Things for Wearable Neurotechnology

Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr et al. · 2021 · 15 citations

Wearable System, Body Area Network, Wearable Neurotechnology +16

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

Lin Wen-rui, Berken Utku Demirel, Mohammad Abdullah Al Faruque et al. · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2021 · 14 citations

Artificial Intelligence, Wearable System, Hypertension +20