Berken Utku Demirel

37 papers A* 6A 2C 1Misc 1Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Temporal Cardiovascular Dynamics for Improved PPG-Based Heart Rate Estimation.
IEEE J. Biomed. Health Informatics
Berken Utku Demirel, Christian Holz
2025 J jnl
Beyond Subjectivity: Continuous Cybersickness Detection Using EEG-based Multitaper Spectrum Estimation.
CoRR
Berken Utku Demirel, Adnan Harun Dogan, Juliete Rossie, Max Möbus, Christian Holz
2025 J jnl
Beyond Subjectivity: Continuous Cybersickness Detection Using EEG-based Multitaper Spectrum Estimation.
IEEE Trans. Vis. Comput. Graph.
Berken Utku Demirel, Adnan Harun Dogan, Juliete Rossie, Max Möbus, Christian Holz
2025 J jnl
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections.
CoRR
Berken Utku Demirel, Christian Holz
2025 J jnl
Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep.
IEEE J. Biomed. Health Informatics
Max Möbus, Lars Hauptmann, Nicolas Kopp, Berken Utku Demirel, Björn Braun, Christian Holz
2025 A* conf
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning.
ICLR
Berken Utku Demirel, Christian Holz
2025 J jnl
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning.
CoRR
Berken Utku Demirel, Christian Holz
2025 J jnl
Temporal Cardiovascular Dynamics for Improved PPG-Based Heart Rate Estimation.
CoRR
Berken Utku Demirel, Christian Holz
2024 A* conf
An Unsupervised Approach for Periodic Source Detection in Time Series.
ICML
Berken Utku Demirel, Christian Holz
2024 J jnl
An Unsupervised Approach for Periodic Source Detection in Time Series.
CoRR
Berken Utku Demirel, Christian Holz
2024 A* conf
MiBOT: A head-worn robot that modulates cardiovascular responses through human-like soft massage.
ICRA
Alice Mylaeus, Stephanie Vogt, Berken Utku Demirel, Marcel Gort, Mirko Meboldt, Manuel Meier, Christian Holz
2024 J jnl
Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep.
CoRR
Max Möbus, Lars Hauptmann, Nicolas Kopp, Berken Utku Demirel, Björn Braun, Christian Holz
2024 C conf
Tri-Spectral PPG: Robust Reflective Photoplethysmography by Fusing Multiple Wavelengths for Cardiac Monitoring.
BSN
Manuel Meier, Berken Utku Demirel, Christian Holz
2024 A* conf
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings.
NeurIPS
Manuel Meier, Berken Utku Demirel, Christian Holz
2024 J jnl
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings.
CoRR
Manuel Meier, Berken Utku Demirel, Christian Holz
2023 J jnl
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation.
CoRR
Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz
2023 A conf
BeliefPPG: Uncertainty-aware heart rate estimation from PPG signals via belief propagation.
UAI
Valentin Bieri, Paul Streli, Berken Utku Demirel, Christian Holz
2023 Misc conf
Cancelling Intermodulation Distortions for Otoacoustic Emission Measurements with Earbuds.
ICASSP
Berken Utku Demirel, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
2023 J jnl
Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning.
ACM Trans. Comput. Heal.
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque
2023 A* conf
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning.
NeurIPS
Berken Utku Demirel, Christian Holz
2023 J jnl
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning.
CoRR
Berken Utku Demirel, Christian Holz
2023 J jnl
Unobtrusive Air Leakage Estimation for Earables with In-ear Microphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Berken Utku Demirel, Ting Dang, Khaldoon Al-Naimi, Fahim Kawsar, Alessandro Montanari
2022 J jnl
AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices.
IEEE Internet Things J.
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2022 J jnl
Automatic detection of the spike-and-wave discharges in absence epilepsy for humans and rats using deep learning.
Biomed. Signal Process. Control.
Oguzhan Baser, Melis Yavuz, Kutay Ugurlu, Filiz Onat, Berken Utku Demirel
2022 J jnl
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things.
IEEE Internet Things J.
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque
2022 A conf
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks.
ISLPED
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque
2022 J jnl
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque
2021 J jnl
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices.
CoRR
Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2021 J jnl
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things.
CoRR
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque
2021 — conf
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices.
EMBC
Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li
2021 J jnl
Future of Smart Classroom in the Era of Wearable Neurotechnology.
CoRR
Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki
2021 A* conf
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.
DAC
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2021 J jnl
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.
CoRR
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2021 — conf
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices.
EMBC
Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque
2021 — conf
Towards Internet-of-Things for Wearable Neurotechnology.
ISQED
Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque
2021 — conf
Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features.
CinC
Berken Utku Demirel, Adnan Harun Dogan, Mohammad Abdullah Al Faruque
2020 — conf
Quality Assessment of ECG Signals Based on Support Vector Machines and Binary Decision Trees.
SIU
Berken Utku Demirel, Yesim Serinagaoglu