Berken Utku Demirel
Berken Utku Demirel
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AHAR: Adaptive CNN for energy-efficient human activity recognition in low-power edge devices
N Rashid, BU Demirel, MA Al Faruque
IEEE Internet of Things Journal 9 (15), 13041-13051, 2022
Energy-efficient real-time heart monitoring on edge–fog–cloud internet of medical things
BU Demirel, IA Bayoumy, MA Al Faruque
IEEE Internet of Things Journal 9 (14), 12472-12481, 2021
LENS: Layer distribution enabled neural architecture search in edge-cloud hierarchies
M Odema, N Rashid, BU Demirel, MA Al Faruque
2021 58th ACM/IEEE Design Automation Conference (DAC), 403-408, 2021
Energy-efficient blood pressure monitoring based on single-site photoplethysmogram on wearable devices
W Lin, BU Demirel, MA Al Faruque, GP Li
2021 43rd annual international conference of the IEEE engineering in …, 2021
Towards internet-of-things for wearable neurotechnology
S Elmalaki, BU Demirel, M Taherisadr, S Stern-Nezer, JJ Lin, ...
2021 22nd International Symposium on Quality Electronic Design (ISQED), 559-565, 2021
Template matching based early exit cnn for energy-efficient myocardial infarction detection on low-power wearable devices
N Rashid, BU Demirel, M Odema, MA Al Faruque
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
Neural contextual bandits based dynamic sensor selection for low-power body-area networks
BU Demirel, L Chen, M Al Faruque
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2022
Single-channel eeg based arousal level estimation using multitaper spectrum estimation at low-power wearable devices
BU Demirel, I Skelin, H Zhang, JJ Lin, MA Al Faruque
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
Future of smart classroom in the era of wearable neurotechnology
M Taherisadr, BU Demirel, MAA Faruque, S Elmalaki
arXiv preprint arXiv:2110.11475, 2021
Edge-based real-time fetal electrocardiography monitoring in the home setting
FT Ellington, B Demirel, D Jilani, MAA Faruque, H Cao
Computing in cardiology, 2022
Automatic detection of the spike-and-wave discharges in absence epilepsy for humans and rats using deep learning
O Baser, M Yavuz, K Ugurlu, F Onat, BU Demirel
Biomedical Signal Processing and Control 76, 103726, 2022
Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features
BU Demirel, AH Dogan, MA Al Faruque
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
Quality assessment of ECG signals based on support vector machines and binary decision trees
BU Demirel, Y Serinağaoğlu
2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning
BU Demirel, C Holz
arXiv preprint arXiv:2309.13439, 2023
Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning
BU Demirel, L Chen, MA Al Faruque
ACM Transactions on Computing for Healthcare 4 (3), 1-19, 2023
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation
V Bieri, P Streli, BU Demirel, C Holz
arXiv preprint arXiv:2306.07730, 2023
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds
BU Demirel, K Al-Naimi, F Kawsar, A Montanari
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Optical ranging and localization at beyond the coherence length of lasers
MM Bayer, BU Demirel, A Atalar, X Li, H Xie, O Boyraz
AI and Optical Data Sciences IV 12438, 118-126, 2023
Machine-learning-enhanced, phase-based multi-tone continuous-wave lidar
MM Bayer, BU Demirel, A Atalar, X Li, H Xie, O Boyraz
Photonic Instrumentation Engineering X 12428, 142-150, 2023
Mobile Health Monitoring on Low-power Wearable Devices based on EEG and ECG Signals
BU Demirel
University of California, Irvine, 2022
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