An electro-photonic system for accelerating deep neural networks C Demirkiran, F Eris, G Wang, J Elmhurst, N Moore, NC Harris, ... ACM Journal on Emerging Technologies in Computing Systems 19 (4), 1-31, 2023 | 49 | 2023 |
TAP-2.5 D: A thermally-aware chiplet placement methodology for 2.5 D systems Y Ma, L Delshadtehrani, C Demirkiran, JL Abellan, A Joshi 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 21 | 2021 |
A blueprint for precise and fault-tolerant analog neural networks C Demirkiran, L Nair, D Bunandar, A Joshi arXiv preprint arXiv:2309.10759, 2023 | 2 | 2023 |
Processing-in-Memory Using Optically-Addressed Phase Change Memory G Yang, C Demirkiran, ZE Kizilates, CAR Ocampo, AK Coskun, A Joshi 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 2 | 2023 |
Parallelization and pipelining strategies for an efficient analog neural network accelerator G Wang, C Demirkiran, N Moore, A Basumallik, D Bunandar US Patent App. 17/526,960, 2022 | 1 | 2022 |
Custom Tailored Suite of Random Forests for Prefetcher Adaptation F Eris, S Canakci, C Demirkiran, A Joshi arXiv preprint arXiv:2008.00176, 2020 | 1 | 2020 |
RESIDUE NUMBER SYSTEM IN A PHOTONIC MATRIX ACCELERATOR E Hein, A Basumalik, NC Harris, D Bunandar, C Demirkiran US Patent App. 18/496,494, 2024 | | 2024 |
Residue number system in a photonic matrix accelerator E Hein, A Basumallik, NC Harris, D Bunandar, C Demirkiran US Patent 11,836,466, 2023 | | 2023 |
Towards Efficient Hyperdimensional Computing Using Photonics F Fayza, C Demirkiran, H Chen, CK Liu, A Mohan, H Errahmouni, S Yun, ... arXiv preprint arXiv:2311.17801, 2023 | | 2023 |
Accelerating DNN Training With Photonics: A Residue Number System-Based Design C Demirkiran, G Yang, D Bunandar, A Joshi arXiv preprint arXiv:2311.17323, 2023 | | 2023 |
Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators C Demirkiran, R Agrawal, VJ Reddi, D Bunandar, A Joshi arXiv preprint arXiv:2306.09481, 2023 | | 2023 |
Efficient buffering technique for transferring data D Bunandar, C Demirkiran, G Wang, N Moore, A Basumallik US Patent App. 17/522,831, 2022 | | 2022 |
Mirage: An RNS-Based Photonic Accelerator for DNN Training C Demirkiran, G Yang, D Bunandar, A Joshi | | |