Volker J. Sorger

According to our database, Volker J. Sorger authored at least 42 papers between 2015 and 2024.

Collaborative distances:

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

2024

Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits.

S. J. Ben Yoo, Luis El Srouji, Suman Datta, Shimeng Yu, Jean Anne Incorvia, Alberto Salleo, Volker J. Sorger, Juejun Hu, Lionel C. Kimerling, Kristofer Bouchard, Joy Geng, Rishidev Chaudhuri, Charan Ranganath, Randall C. O'Reilly

CoRR, 2024

2023

Virtualizing a Post-Moore's Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator.

Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Chen Shen, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi

ACM Trans. Embed. Comput. Syst., March, 2023

From Talent Shortage to Workforce Excellence in the CHIPS Act Era: Harnessing Industry 4.0 Paradigms for a Sustainable Future in Domestic Chip Production.

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

CoRR, 2023

Fully Integrated Silicon Photonic Tensor Core for Next-Generation Applications.

Nicola Peserico, Xiaoxuan Ma, Ahmed Khaled, Zhimu Gou, Bhavin J. Shastri, Volker J. Sorger

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

ReFOCUS: Reusing Light for Efficient Fourier Optics-Based Photonic Neural Network Accelerator.

Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator.

Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022

A Deep Neural Network Accelerator using Residue Arithmetic in a Hybrid Optoelectronic System.

Jiaxin Peng, Yousra Alkabani, Krunal Puri, Xiaoxuan Ma, Volker J. Sorger, Tarek A. El-Ghazawi

ACM J. Emerg. Technol. Comput. Syst., 2022

Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review.

Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger

CoRR, 2022

Bistable all-optical devices based on nonlinear epsilon-near-zero (ENZ) materials.

Jacek Gosciniak, Z. Hu, M. Thomaschewski, Volker J. Sorger, Jacob B. Khurgin

CoRR, 2022

Photonic Tensor Core with Photonic Compute-in-Memory.

Xiaoxuan Ma, Jiawei Meng, Nicola Peserico, Mario Miscuglio, Yifei Zhang, Juejun Hu, Volker J. Sorger

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021

Emerging Devices and Packaging Strategies for Electronic-Photonic AI Accelerators.

Nicola Peserico, Thomas Ferreira de Lima, Paul R. Prucnal, Volker J. Sorger

CoRR, 2021

Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator.

Zibo Hu, Shurui Li, Russell L. T. Schwartz, Maria Solyanik-Gorgone, Mario Miscuglio, Puneet Gupta, Volker J. Sorger

CoRR, 2021

Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment.

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

CoRR, 2021

Prospects and applications of photonic neural networks.

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

CoRR, 2021

All-Chalcogenide Programmable All-Optical Deep Neural Networks.

Ting Y, Xiaoxuan Ma, Ernest Pastor, Jonathan K. George, Simon Wall, Mario Miscuglio, Robert E. Simpson, Volker J. Sorger

CoRR, 2021

2020

ROC: A Reconfigurable Optical Computer for Simulating Physical Processes.

Jeff Anderson, Engin Kayraklioglu, Shuai Sun, Joseph Crandall, Yousra Al-Kabani, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi

ACM Trans. Parallel Comput., 2020

Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators.

Shurui Li, Mario Miscuglio, Volker J. Sorger, Puneet Gupta

CoRR, 2020

Analog Computing with Metatronic Circuits.

Mario Miscuglio, Yaliang Gui, Xiaoxuan Ma, Shuai Sun, Tarek A. El-Ghazawi, Tatsuo Itoh, Andrea Alù, Volker J. Sorger

CoRR, 2020

Photonic tensor cores for machine learning.

Mario Miscuglio, Volker J. Sorger

CoRR, 2020

Intelligent Computing with Photonic Memories.

Mario Miscuglio, Omer Yesiliurt, Jiawei Meng, Ludmila J. Prokopeva, Yifei Zhang, Armin Mehrabian, Juejun Hu, Alexander V. Kildishev, Volker J. Sorger

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator.

Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the International Conference on Rebooting Computing, 2020

DNNARA: A Deep Neural Network Accelerator using Residue Arithmetic and Integrated Photonics.

Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Strainoptronics: A New Degree of Freedom for 2D Material Device Engineering.

Rishi Maiti, Volker J. Sorger

Proceedings of the European Conference on Optical Communications, 2020

Software stack for an analog mesh computer: the case of a nanophotonic PDE accelerator.

Engin Kayraklioglu, Jeff Anderson, Hamid Reza Imani, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020

A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor.

Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks.

Armin Mehrabian, Mario Miscuglio, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi

CoRR, 2019

A Guide for Material and Design Choices for Electro-Optic Modulators.

Rubab Amin, Ma Zhizhen, Mohammad Tahersima, Rishi Maiti, Mario Miscuglio, Hamed Dalir, Volker J. Sorger

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Integrated Photonics Architectures for Residue Number System Computations.

Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

Photonic Processor for Fully Discretized Neural Networks.

Jeff Anderson, Shuai Sun, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2018

PCNNA: A Photonic Convolutional Neural Network Accelerator.

Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 31st IEEE International System-on-Chip Conference, 2018

Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation.

Jonathan K. George, Armin Mehrabian, Rubab Amin, Tarek A. El-Ghazawi, Paul R. Prucnal, Volker J. Sorger

Proceedings of the Photonics in Switching and Computing, 2018

Neural Network Activation Functions with Electro-Optic Absorption Modulators.

Jonathan K. George, Armin Mehrabian, Rubab Amin, Paul R. Prucnal, Tarek A. El-Ghazawi, Volker J. Sorger

Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018

D³NoC: a dynamic data-driven hybrid photonic plasmonic NoC.

Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Jeff Anderson, Jiaxin Peng, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

MorphoNoC: Exploring the design space of a configurable hybrid NoC using nanophotonics.

Vikram K. Narayana, Shuai Sun, Abdel-Hameed A. Badawy, Volker J. Sorger, Tarek A. El-Ghazawi

Microprocess. Microsystems, 2017

Integrated Nanophotonics Architecture for Residue Number System Arithmetic.

Jiaxin Peng, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi

CoRR, 2017

Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks.

Jonathan K. George, Cesare Soci, Volker J. Sorger

CoRR, 2017

D3NOC: Dynamic Data-Driven Network On Chip in Photonic Electronic Hybrids.

Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi

CoRR, 2017

Towards On-Chip Optical FFTs for Convolutional Neural Networks.

Jonathan K. George, Hani Nejadriahi, Volker J. Sorger

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip.

Vikram K. Narayana, Shuai Sun, Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi

Proceedings of the 46th International Conference on Parallel Processing, 2017

2016

A Universal Multi-Hierarchy Figure-of-Merit for On-Chip Computing and Communications.

Shuai Sun, Vikram K. Narayana, Armin Mehrabian, Tarek A. El-Ghazawi, Volker J. Sorger

CoRR, 2016

Moore's Law in CLEAR Light.

Shuai Sun, Vikram K. Narayana, Tarek A. El-Ghazawi, Volker J. Sorger

CoRR, 2016

2015

Optimization of data center battery storage investments for microgrid cost savings, emissions reduction, and reliability enhancement.

Christopher C. Thompson, Konstantinos Oikonomou, Amir H. Etemadi, Volker J. Sorger

Proceedings of the 2015 IEEE Industry Applications Society Annual Meeting, 2015