Search Results for author: Yigit Tuncel

Found 4 papers, 1 papers with code

tinyMAN: Lightweight Energy Manager using Reinforcement Learning for Energy Harvesting Wearable IoT Devices

no code implementations18 Feb 2022 Toygun Basaklar, Yigit Tuncel, Umit Y. Ogras

Optimal energy management is a challenging task due to the dynamic nature of the harvested energy and the battery energy constraints of the target device.

energy management Management +1

Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices

no code implementations8 Mar 2021 Toygun Basaklar, Yigit Tuncel, Shruti Yadav Narayana, Suat Gumussoy, Umit Y. Ogras

The proposed approach decreases the hypervector dimension by more than $32\times$ while maintaining or increasing the accuracy achieved by conventional HDC.

ECO: Enabling Energy-Neutral IoT Devices through Runtime Allocation of Harvested Energy

no code implementations26 Feb 2021 Yigit Tuncel, Ganapati Bhat, JaeHyun Park, Umit Ogras

The proposed framework uses an efficient iterative algorithm to compute initial energy allocations at the beginning of a day.

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors

1 code implementation23 Feb 2021 Sizhe An, Yigit Tuncel, Toygun Basaklar, Gokul Krishna Krishnakumar, Ganapati Bhat, Umit Ogras

Movement disorders, such as Parkinson's disease, affect more than 10 million people worldwide.

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