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Toygun Basaklar
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Pd-morl: Preference-driven multi-objective reinforcement learning algorithm
T Basaklar, S Gumussoy, UY Ogras
arXiv preprint arXiv:2208.07914, 2022
272022
Wearable devices and low-power design for smart health applications: challenges and opportunities
T Basaklar, Y Tuncel, S An, U Ogras
2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021
272021
MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors
S An, Y Tuncel, T Basaklar, GK Krishnakumar, G Bhat, UY Ogras
ACM Transactions on Internet of Things 3 (1), 1-24, 2021
242021
Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices
T Basaklar, Y Tuncel, SY Narayana, S Gumussoy, UY Ogras
arXiv preprint arXiv:2103.06709, 2021
222021
Effects of high stimulus presentation rate on EEG template characteristics and performance of c-VEP based BCIs
T Başaklar, Y Tuncel, YZ Ider
Biomedical Physics & Engineering Express 5 (3), 035023, 2019
192019
Low-cost portable 4-channel wireless EEG data acquisition system for BCI applications
SA Memon, A Waheed, T Başaklar
2018 Medical Technologies National Congress (TIPTEKNO), 1-4, 2018
182018
tinyMAN: Lightweight energy manager using reinforcement learning for energy harvesting wearable IoT devices
T Basaklar, Y Tuncel, UY Ogras
arXiv preprint arXiv:2202.09297, 2022
152022
Subject-independent freezing of gait (fog) prediction in parkinson's disease patients
T Basaklar, Y Tuncel, UY Ogras
2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-6, 2021
102021
A survey of embedded machine learning for smart and sustainable healthcare applications
S An, Y Tuncel, T Basaklar, UY Ogras
Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Use …, 2023
92023
How much energy can we harvest daily for wearable applications?
Y Tuncel, T Basaklar, U Ogras
2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021
82021
DTRL: decision tree-based multi-objective reinforcement learning for runtime task scheduling in domain-specific system-on-chips
T Basaklar, AA Goksoy, A Krishnakumar, S Gumussoy, UY Ogras
ACM Transactions on Embedded Computing Systems 22 (5s), 1-22, 2023
52023
GEM-RL: Generalized energy management of wearable devices using reinforcement learning
T Basaklar, Y Tuncel, S Gumussoy, U Ogras
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023
42023
Period doubling behavior in human steady state visual evoked potentials
Y Tuncel, T Başaklar, YZ Ider
Biomedical Physics & Engineering Express 4 (2), 025024, 2018
42018
A Self-Sustained CPS Design for Reliable Wildfire Monitoring
Y Tuncel, T Basaklar, D Carpenter-Graffy, U Ogras
ACM Transactions on Embedded Computing Systems 22 (5s), 1-23, 2023
32023
A model based investigation of the period doubling behavior in human steady-state visual evoked potentials
Y Tuncel, T Başaklar, YZ Ider
Biomedical Physics & Engineering Express 5 (4), 045030, 2019
32019
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor
DW Bliss, T Ajayi, A Akoglu, I Aliyev, T Basaklar, L Belayneh, D Blaauw, ...
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 443-447, 2022
22022
Advancing Cattle Welfare: Ultra Low-power Health Monitoring at the Edge
Y Tuncel, T Basaklar, M Smithyman, J Dórea, VN De Gouvêa, Y Kim, ...
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023
12023
Towards Smart Cattle Farms: Automated Inspection of Cattle Health with Real-Life Data
Y Tuncel, T Basaklar, M Smithyman, J Dórea, VN De Gouvêa, Y Kim, ...
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023
12023
PACT: Accurate Power Analysis and Carbon Emission Tracking for Sustainability
A Ukarande, T Basaklar, M Cao, U Ogras
Proceedings of the 29th ACM/IEEE International Symposium on Low Power …, 2024
2024
Multi-Objective and Energy Efficient Reinforcement Learning for Edge AI Applications
T Basaklar
The University of Wisconsin-Madison, 2024
2024
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