An Electro-Photonic System for Accelerating Deep Neural Networks
Demirkiran, Cansu, Eris, Furkan, Wang, Gongyu, Elmhurst, Jonathan, Moore, Nick, Harris, Nicholas C, Ayon Basumallik, Reddi, Vijay Janapa, Joshi, Ajay, Bunandar, Darius
Published in arXiv.org (16.12.2022)
Published in arXiv.org (16.12.2022)
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Paper
Journal Article
INT-FP-QSim: Mixed Precision and Formats For Large Language Models and Vision Transformers
Nair, Lakshmi, Bernadskiy, Mikhail, Madhavan, Arulselvan, Chan, Craig, Basumallik, Ayon, Bunandar, Darius
Year of Publication 07.07.2023
Year of Publication 07.07.2023
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Journal Article
Passage: A Wafer-Scale Programmable Photonic Communication Substrate
Harris, Nicholas C., Bunandar, Darius, Joshi, Ajay, Basumallik, Ayon, Turner, Robert
Published in 2022 IEEE Hot Chips 34 Symposium (HCS) (21.08.2022)
Published in 2022 IEEE Hot Chips 34 Symposium (HCS) (21.08.2022)
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Conference Proceeding
Adaptive Block Floating-Point for Analog Deep Learning Hardware
Basumallik, Ayon, Bunandar, Darius, Dronen, Nicholas, Harris, Nicholas, Levkova, Ludmila, McCarter, Calvin, Nair, Lakshmi, Walter, David, Widemann, David
Year of Publication 12.05.2022
Year of Publication 12.05.2022
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Journal Article
RESIDUE NUMBER SYSTEM IN A PHOTONIC MATRIX ACCELERATOR
DEMIRKIRAN, Cansu, BUNANDAR, Darius, BASUMALLIK, Ayon, HEIN, Eric, HARRIS, Nicholas
Year of Publication 16.06.2022
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Year of Publication 16.06.2022
Patent
Vector processor data storage
Basumallik, Ayon, Dobbie, Bradley, Moore, Nicholas, Wang, Gongyu, Kenney, Tyler J
Year of Publication 13.02.2024
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Year of Publication 13.02.2024
Patent
PARALLELIZATION AND PIPELINING STRATEGIES FOR AN EFFICIENT ANALOG NEURAL NETWORK ACCELERATOR
DEMIRKIRAN, Cansu, MOORE, Nicholas, BUNANDAR, Darius, BASUMALLIK, Ayon, WANG, Gongyu
Year of Publication 19.05.2022
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Year of Publication 19.05.2022
Patent
PARALLELIZATION AND PIPELINING STRATEGIES FOR AN EFFICIENT ANALOG NEURAL NETWORK ACCELERATOR
Basumallik, Ayon, Moore, Nicholas, Bunandar, Darius, Wang, Gongyu, Demirkiran, Cansu
Year of Publication 19.05.2022
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Year of Publication 19.05.2022
Patent
EFFICIENT BUFFERING TECHNIQUE FOR TRANSFERRING DATA
Basumallik, Ayon, Bunandar, Darius, Moore, Nicholas, Wang, Gongyu, Demirkiran, Cansu
Year of Publication 12.05.2022
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Year of Publication 12.05.2022
Patent
AN EFFICIENT BUFFERING TECHNIQUE FOR TRANSFERRING DATA
DEMIRKIRAN, Cansu, MOORE, Nicholas, BUNANDAR, Darius, BASUMALLIK, Ayon, WANG, Gongyu
Year of Publication 12.05.2022
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Year of Publication 12.05.2022
Patent
Residue number system in a photonic matrix accelerator
Hein, Eric, Basumallik, Ayon, Harris, Nicholas C, Bunandar, Darius, Demirkiran, Cansu
Year of Publication 05.12.2023
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Year of Publication 05.12.2023
Patent
Experiences in Using Cetus for Source-to-Source Transformations
Johnson, Troy A., Lee, Sang-Ik, Fei, Long, Basumallik, Ayon, Upadhyaya, Gautam, Eigenmann, Rudolf, Midkiff, Samuel P.
Published in Languages and Compilers for High Performance Computing (2005)
Published in Languages and Compilers for High Performance Computing (2005)
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Book Chapter
Conference Proceeding
RESIDUE NUMBER SYSTEM IN A PHOTONIC MATRIX ACCELERATOR
Hein, Eric, Basumallik, Ayon, Harris, Nicholas C, Bunandar, Darius, Demirkiran, Cansu
Year of Publication 21.07.2022
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Year of Publication 21.07.2022
Patent