Subject-Independent Freezing of Gait (FoG) Prediction in Parkinson's Disease Patients. - Toygun Basaklar; Yigit Tuncel; Ümit Y. Ogras (BioCAS, 2021)

Wearable Devices and Low-Power Design for Smart Health Applications: Challenges and Opportunities. - Toygun Basaklar; Yigit Tuncel; Sizhe An; Ümit Y. Ogras (ISLPED, 2021)

How Much Energy Can We Harvest Daily for Wearable Applications? - Yigit Tuncel; Toygun Basaklar; Ümit Y. Ogras (ISLPED, 2021)

Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices. - Toygun Basaklar; Yigit Tuncel; Shruti Yadav Narayana; Suat Gumussoy; Ümit Y. Ogras (CoRR, 2021)

Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. - Daniel W. Bliss; Tutu Ajayi; Ali Akoglu; Ilkin Aliyev; Toygun Basaklar; Leul Belayneh; David T. Blaauw; John S. Brunhaver; Chaitali Chakrabarti; Liangliang Chang; Kuan-Yu Chen 001; Ming-Hung Chen; et al. (ISCAS, 2022)

tinyMAN: Lightweight Energy Manager using Reinforcement Learning for Energy Harvesting Wearable IoT Devices. - Toygun Basaklar; Yigit Tuncel; Ümit Y. Ogras (CoRR, 2022)

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors. - Sizhe An; Yigit Tuncel; Toygun Basaklar; Gokul K. Krishnakumar; Ganapati Bhat; Ümit Y. Ogras (ACM Trans. Internet Things, 2022)

Advancing Cattle Welfare: Ultra Low-power Health Monitoring at the Edge. - Yigit Tuncel; Toygun Basaklar; Mackenzie Smithyman; João Dórea; Vinícius Nunes De Gouvêa; Younghyun Kim 001; Ümit Y. Ogras (BioCAS, 2023)

GEM-RL: Generalized Energy Management of Wearable Devices using Reinforcement Learning. - Toygun Basaklar; Yigit Tuncel; Suat Gumussoy; Ümit Y. Ogras (DATE, 2023)

Towards Smart Cattle Farms: Automated Inspection of Cattle Health with Real-Life Data. - Yigit Tuncel; Toygun Basaklar; Mackenzie Smithyman; João Dórea; Vinícius Nunes De Gouvêa; Younghyun Kim 001; Ümit Y. Ogras (DATE, 2023)

PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm. - Toygun Basaklar; Suat Gumussoy; Ümit Y. Ogras (ICLR, 2023)

DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips. - Toygun Basaklar; A. Alper Goksoy; Anish Krishnakumar; Suat Gumussoy; Ümit Y. Ogras (ACM Trans. Embed. Comput. Syst., 2023)

A Self-Sustained CPS Design for Reliable Wildfire Monitoring. - Yigit Tuncel; Toygun Basaklar; Dina Carpenter-Graffy; Ümit Y. Ogras (ACM Trans. Embed. Comput. Syst., 2023)

PACT: Accurate Power Analysis and Carbon Emission Tracking for Sustainability. - Aditya Ukarande; Toygun Basaklar; Mingcong Cao; Ümit Y. Ogras (ISLPED, 2024)

A Comprehensive Multi-Objective Energy Management Approach for Wearable Devices with Dynamic Energy Demands. - Toygun Basaklar; Yigit Tuncel; Ümit Y. Ogras (ACM Trans. Internet Things, 2024)