Demirel, Berken Utku
- LENS: Layer Distribution Enabled Neural Architecture Search in\n Edge-Cloud Hierarchies
2021/07/20 by Mohanad Odema, Nafiul Rashid, Odema, Mohanad +5 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
- Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning
2023/09/23 by Berken Utku Demirel, Christian Holz, Demirel, Berken Utku +1 · 4 citations
Computer Science · Engineering · #Advanced Technologies in Various Fields #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring #Signal Processing (eess.SP) #electronic engineering #information engineering
- WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
2024/12/23 by Manuel Meier, Meier, Manuel, Berken Utku Demirel +3 · 5 citations
Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies
- AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices
2021/02/03 by Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices
2021/08/02 by Lin, Wenrui, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al +1 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices
2021/07/31 by Demirel, Berken Utku, Skelin, Ivan, Zhang, Haoxin +2 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things
2021/12/15 by Demirel, Berken Utku, Bayoumy, Islam Abdelsalam, Faruque, Mohammad Abdullah Al · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Performance (cs.PF) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
2025/02/27 by Berken Utku Demirel, Christian Holz, Demirel, Berken Utku +1 · 3 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- An Unsupervised Approach for Periodic Source Detection in Time Series
2024/06/01 by Berken Utku Demirel, Demirel, Berken Utku, Christian Holz +1 · 2 citations
Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Beyond Subjectivity: Continuous Cybersickness Detection Using EEG-based Multitaper Spectrum Estimation
2025/03/27 by Berken Utku Demirel, Demirel, Berken Utku, Adnan Harun Dogan +7 · 1 voice · 1 citation
Computer Science · Engineering · Psychology · #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Signal Processing (eess.SP) #Social Robot Interaction and HRI #Virtual Reality Applications and Impacts #cs.HC #eess.SP #electronic engineering #information engineering