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2020 – today
- 2024
[c3]Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi:
Mirage: An RNS-Based Photonic Accelerator for DNN Training. ISCA 2024: 73-87- 2023
- [j1]Cansu Demirkiran
, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar:
An Electro-Photonic System for Accelerating Deep Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 19(4): 30:1-30:31 (2023) - [c2]Guowei Yang, Cansu Demirkiran, Zeynep Ece Kizilates, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi:
Processing-in-Memory Using Optically-Addressed Phase Change Memory. ISLPED 2023: 1-6 - [i6]Cansu Demirkiran, Rashmi Agrawal, Vijay Janapa Reddi, Darius Bunandar, Ajay Joshi:
Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators. CoRR abs/2306.09481 (2023) - [i5]Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi:
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR abs/2309.10759 (2023) - [i4]Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi:
Accelerating DNN Training With Photonics: A Residue Number System-Based Design. CoRR abs/2311.17323 (2023) - [i3]Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi:
Towards Efficient Hyperdimensional Computing Using Photonics. CoRR abs/2311.17801 (2023) - 2021
- [c1]Yenai Ma, Leila Delshadtehrani, Cansu Demirkiran, José L. Abellán, Ajay Joshi:
TAP-2.5D: A Thermally-Aware Chiplet Placement Methodology for 2.5D Systems. DATE 2021: 1246-1251 - [i2]Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar:
An Electro-Photonic System for Accelerating Deep Neural Networks. CoRR abs/2109.01126 (2021) - 2020
- [i1]Furkan Eris, Sadullah Canakci, Cansu Demirkiran, Ajay Joshi:
Custom Tailored Suite of Random Forests for Prefetcher Adaptation. CoRR abs/2008.00176 (2020)
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