Darius Bunandar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Defect Detection

Autonomous Driving

Top Venues

Publications

Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi
Mirage: An RNS-Based Photonic Accelerator for DNN Training. ISCA (2024)
Farbin Fayza, Satyavolu Papa Rao, Darius Bunandar, Udit Gupta, Ajay Joshi
Photonics for Sustainable Computing. CoRR (2024)
Cansu Demirkiran, Lakshmi Nair, Darius Bunandar, Ajay Joshi
A Blueprint for Precise and Fault-Tolerant Analog Neural Networks. CoRR (2023)
Matt Young, Darius Bunandar, Marco Lucamarini, Stefano Pirandola
Key Rate Analysis of a 3-State Twin-Field Quantum Key Distribution Protocol in the Finite-key Regime. CoRR (2023)
Lakshmi Nair, Mikhail Bernadskiy, Arulselvan Madhavan, Craig Chan, Ayon Basumallik, Darius Bunandar
INT-FP-QSim: Mixed Precision and Formats For Large Language Models and Vision Transformers. CoRR (2023)
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 (2023)
Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection. HPEC (2023)
Lakshmi Nair, Darius Bunandar
Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware. CoRR (2023)
Lakshmi Nair, David Widemann, Brad Turcott, Nick Moore, Alexandra Wleklinski, Darius Bunandar, Ioannis Papavasileiou, Shihu Wang, Eric Logan
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection. CoRR (2023)
Cansu Demirkiran, Guowei Yang, Darius Bunandar, Ajay Joshi
Accelerating DNN Training With Photonics: A Residue Number System-Based Design. CoRR (2023)
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) (2023)
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 (2023)
Saumil Bandyopadhyay, Alexander Sludds, Stefan Krastanov, Ryan Hamerly, Nicholas C. Harris, Darius Bunandar, Matthew Streshinsky, Michael Hochberg, Dirk R. Englund
Single chip photonic deep neural network with accelerated training. CoRR (2022)
Ayon Basumallik, Darius Bunandar, Nicholas Dronen, Nicholas C. Harris, Ludmila Levkova, Calvin McCarter, Lakshmi Nair, David Walter, David Widemann
Adaptive Block Floating-Point for Analog Deep Learning Hardware. CoRR (2022)
Alexander Sludds, Saumil Bandyopadhyay, Zaijun Chen, Zhizhen Zhong, Jared Cochrane, Liane Bernstein, Darius Bunandar, P. Ben Dixon, Scott A. Hamilton, Matthew Streshinsky, Ari Novack, Tom Baehr Jones, Michael Hochberg, Manya Ghobadi, Ryan Hamerly, Dirk R. Englund
Delocalized Photonic Deep Learning on the Internet's Edge. CoRR (2022)
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 (2021)
Nicholas C. Harris, Ryan Braid, Darius Bunandar, Jim Carr, Brad Dobbie, Carlos Dorta-Quinones, Jon Elmhurst, Martin Forsythe, Michael Gould, Shashank Gupta, Sukeshwar Kannan, Tyler Kenney, Gary Kong, Tomo Lazovich, Scott Mckenzie, Carl Ramey, Chithira Ravi, Michael Scott, John Sweeney, Ozgur Yildirim, Katrina Zhang
Accelerating Artificial Intelligence with Silicon Photonics. OFC (2020)
Bin Shi, Nicola Calabretta, Darius Bunandar, Dirk Englund, Ripalta Stabile
WDM Weighted Sum in an 8x8 SOA-Based InP Cross-Connect for Photonic Deep Neural Networks. PSC (2018)