Volker J. Sorger

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 48

Top Topics

Physical Processes

Network On Chip

Top Venues

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)
Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
ReFOCUS: Reusing Light for Efficient Fourier Optics-Based Photonic Neural Network Accelerator. MICRO (2023)
Aida Damanpak Rizi, Antika Roy, Rouhan Noor, Hyo Kang, Nitin Varshney, Katja Jacob, Sindia Rivera-Jimenez, Nathan Edwards, Volker J. Sorger, Hamed Dalir, Navid Asadizanjani
From Talent Shortage to Workforce Excellence in the CHIPS Act Era: Harnessing Industry 4.0 Paradigms for a Sustainable Future in Domestic Chip Production. CoRR (2023)
Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. HPCA (2023)
Nicola Peserico, Xiaoxuan Ma, Ahmed Khaled, Zhimu Gou, Bhavin J. Shastri, Volker J. Sorger
Fully Integrated Silicon Photonic Tensor Core for Next-Generation Applications. OFC (2023)
Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. CoRR (2022)
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)
Jiaxin Peng, Yousra Alkabani, Krunal Puri, Xiaoxuan Ma, Volker J. Sorger, Tarek A. El-Ghazawi
A Deep Neural Network Accelerator using Residue Arithmetic in a Hybrid Optoelectronic System. ACM J. Emerg. Technol. Comput. Syst. 18 (4) (2022)
Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger
Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review. CoRR (2022)
Jacek Gosciniak, Z. Hu, M. Thomaschewski, Volker J. Sorger, Jacob B. Khurgin
Bistable all-optical devices based on nonlinear epsilon-near-zero (ENZ) materials. CoRR (2022)
Matthew J. Filipovich, Zhimu Guo, Mohammed Al-Qadasi, Bicky A. Marquez, Hugh D. Morison, Volker J. Sorger, Paul R. Prucnal, Sudip Shekhar, Bhavin J. Shastri
Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. CoRR (2021)
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)
Nicola Peserico, Thomas Ferreira de Lima, Paul R. Prucnal, Volker J. Sorger
Emerging Devices and Packaging Strategies for Electronic-Photonic AI Accelerators. 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)
Rishi Maiti, Volker J. Sorger
Strainoptronics: A New Degree of Freedom for 2D Material Device Engineering. ECOC (2020)
Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor. ASAP (2020)
Engin Kayraklioglu, Jeff Anderson, Hamid Reza Imani, Volker J. Sorger, Tarek A. El-Ghazawi
Software stack for an analog mesh computer: the case of a nanophotonic PDE accelerator. CF (2020)
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)
Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor. CoRR (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)
Moustafa Ahmed, Yas Al-Hadeethi, Ahmed Bakry, Hamed Dalir, Volker J. Sorger
Integrated Photonic FFT for Optical Convolutions towards Efficient and High-Speed Neural Networks. CoRR (2020)
Jeff Anderson, Engin Kayraklioglu, Shuai Sun, Joseph Crandall, Yousra Al-Kabani, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
ROC: A Reconfigurable Optical Computer for Simulating Physical Processes. ACM Trans. Parallel Comput. 7 (1) (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)
Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi
DNNARA: A Deep Neural Network Accelerator using Residue Arithmetic and Integrated Photonics. ICPP (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)
Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi
Integrated Photonics Architectures for Residue Number System Computations. ICRC (2019)
Jeff Anderson, Shuai Sun, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
Photonic Processor for Fully Discretized Neural Networks. ASAP (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)
Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Jeff Anderson, Jiaxin Peng, Volker J. Sorger, Tarek A. El-Ghazawi
NoC: a dynamic data-driven hybrid photonic plasmonic NoC. CF (2018)
Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
PCNNA: A Photonic Convolutional Neural Network Accelerator. SoCC (2018)
Jonathan K. George, Armin Mehrabian, Rubab Amin, Tarek A. El-Ghazawi, Paul R. Prucnal, Volker J. Sorger
Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation. PSC (2018)
Jonathan K. George, Armin Mehrabian, Rubab Amin, Paul R. Prucnal, Tarek A. El-Ghazawi, Volker J. Sorger
Neural Network Activation Functions with Electro-Optic Absorption Modulators. ICRC (2018)
Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
PCNNA: A Photonic Convolutional Neural Network Accelerator. CoRR (2018)
Jonathan K. George, Hani Nejadriahi, Volker J. Sorger
Towards On-Chip Optical FFTs for Convolutional Neural Networks. ICRC (2017)
Jiaxin Peng, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
Integrated Nanophotonics Architecture for Residue Number System Arithmetic. CoRR (2017)
Jonathan K. George, Cesare Soci, Volker J. Sorger
Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks. CoRR (2017)
Jonathan K. George, Hani Nejadriahi, Volker J. Sorger
Towards On-Chip Optical FFTs for Convolutional Neural Networks. CoRR (2017)
Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
D3NOC: Dynamic Data-Driven Network On Chip in Photonic Electronic Hybrids. CoRR (2017)
Vikram K. Narayana, Shuai Sun, Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip. ICPP (2017)
Vikram K. Narayana, Shuai Sun, Abdel-Hameed A. Badawy, Volker J. Sorger, Tarek A. El-Ghazawi
MorphoNoC: Exploring the Design Space of a Configurable Hybrid NoC using Nanophotonics. CoRR (2017)
Vikram K. Narayana, Shuai Sun, Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip. CoRR (2017)
Vikram K. Narayana, Shuai Sun, Abdel-Hameed A. Badawy, Volker J. Sorger, Tarek A. El-Ghazawi
MorphoNoC: Exploring the design space of a configurable hybrid NoC using nanophotonics. Microprocess. Microsystems 50 (2017)
Shuai Sun, Vikram K. Narayana, Tarek A. El-Ghazawi, Volker J. Sorger
Moore's Law in CLEAR Light. CoRR (2016)
Shuai Sun, Vikram K. Narayana, Armin Mehrabian, Tarek A. El-Ghazawi, Volker J. Sorger
A Universal Multi-Hierarchy Figure-of-Merit for On-Chip Computing and Communications. CoRR (2016)
Christopher C. Thompson, Konstantinos Oikonomou, Amir H. Etemadi, Volker J. Sorger
Optimization of data center battery storage investments for microgrid cost savings, emissions reduction, and reliability enhancement. IAS (2015)