no code implementations • 18 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.
no code implementations • 8 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.
no code implementations • 26 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.
1 code implementation • 23 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.