Cansu Demirkiran

According to our database, Cansu Demirkiran authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mirage: An RNS-Based Photonic Accelerator for DNN Training.

Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023

An Electro-Photonic System for Accelerating Deep Neural Networks.

Cansu Demirkiran, Furkan Eris, Gongyu Wang, Jonathan Elmhurst, Nick Moore, Nicholas C. Harris, Ayon Basumallik, Vijay Janapa Reddi, Ajay Joshi, Darius Bunandar

ACM J. Emerg. Technol. Comput. Syst., October, 2023

Towards Efficient Hyperdimensional Computing Using Photonics.

Farbin Fayza, Cansu Demirkiran, Hanning Chen, Che-Kai Liu, Avi Mohan, Hamza Errahmouni Barkam, Sanggeon Yun, Mohsen Imani, David Zhang, Darius Bunandar, Ajay Joshi

CoRR, 2023

Accelerating DNN Training With Photonics: A Residue Number System-Based Design.

Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi

CoRR, 2023

A Blueprint for Precise and Fault-Tolerant Analog Neural Networks.

Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi

CoRR, 2023

Leveraging Residue Number System for Designing High-Precision Analog Deep Neural Network Accelerators.

Cansu Demirkiran, Rashmi Agrawal, Vijay Janapa Reddi, Darius Bunandar, Ajay Joshi

CoRR, 2023

Processing-in-Memory Using Optically-Addressed Phase Change Memory.

Guowei Yang, Cansu Demirkiran, Zeynep Ece Kizilates, Carlos A. Ríos Ocampo, Ayse K. Coskun, Ajay Joshi

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

2021

TAP-2.5D: A Thermally-Aware Chiplet Placement Methodology for 2.5D Systems.

Yenai Ma, Leila Delshadtehrani, Cansu Demirkiran, José L. Abellán, Ajay Joshi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Custom Tailored Suite of Random Forests for Prefetcher Adaptation.

Furkan Eris, Sadullah Canakci, Cansu Demirkiran, Ajay Joshi

CoRR, 2020