Mario Miscuglio

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Intelligent Computing

Physical Characteristics

Convolutional Neural Networks

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Chen Shen, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi
Virtualizing a Post-Moore's Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Xiaoxuan Ma, Jiawei Meng, Nicola Peserico, Mario Miscuglio, Yifei Zhang, Juejun Hu, Volker J. Sorger
Photonic Tensor Core with Photonic Compute-in-Memory. OFC (2022)
Chaoran Huang, Volker J. Sorger, Mario Miscuglio, Mohammed Al-Qadasi, Avilash Mukherjee, Sudip Shekhar, Lukas Chrostowski, Lutz Lampe, Mitchell Nichols, Mable P. Fok, Daniel Brunner, Alexander N. Tait, Thomas Ferreira de Lima, Bicky A. Marquez, Paul R. Prucnal, Bhavin J. Shastri
Prospects and applications of photonic neural networks. CoRR (2021)
Zibo Hu, Shurui Li, Russell L. T. Schwartz, Maria Solyanik-Gorgone, Mario Miscuglio, Puneet Gupta, Volker J. Sorger
Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator. CoRR (2021)
Ting Y, Xiaoxuan Ma, Ernest Pastor, Jonathan K. George, Simon Wall, Mario Miscuglio, Robert E. Simpson, Volker J. Sorger
All-Chalcogenide Programmable All-Optical Deep Neural Networks. CoRR (2021)
Mario Miscuglio, Omer Yesiliurt, Jiawei Meng, Ludmila J. Prokopeva, Yifei Zhang, Armin Mehrabian, Juejun Hu, Alexander V. Kildishev, Volker J. Sorger
Intelligent Computing with Photonic Memories. OFC (2020)
Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi
Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator. ICRC (2020)
Shurui Li, Mario Miscuglio, Volker J. Sorger, Puneet Gupta
Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators. CoRR (2020)
Mario Miscuglio, Yaliang Gui, Xiaoxuan Ma, Shuai Sun, Tarek A. El-Ghazawi, Tatsuo Itoh, Andrea Alù, Volker J. Sorger
Analog Computing with Metatronic Circuits. CoRR (2020)
Mario Miscuglio, Volker J. Sorger
Photonic tensor cores for machine learning. CoRR (2020)
Armin Mehrabian, Mario Miscuglio, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks. CoRR (2019)
Rubab Amin, Ma Zhizhen, Mohammad Tahersima, Rishi Maiti, Mario Miscuglio, Hamed Dalir, Volker J. Sorger
A Guide for Material and Design Choices for Electro-Optic Modulators. OFC (2019)