Volker J. Sorger

48 papers A* 2B 2C 1Misc 1Journal 28Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits. CoRR S. J. Ben Yoo, Luis El Srouji, Suman Datta, Shimeng Yu, Jean Anne C. Incorvia, Alberto Salleo, Volker J. Sorger, Juejun Hu, Lionel C. Kimerling, Kristofer Bouchard, Joy Geng, Rishidev Chaudhuri, Charan Ranganath, Randall C. O'Reilly
2023	J	`jnl`	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 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
2023	—	`conf`	Fully Integrated Silicon Photonic Tensor Core for Next-Generation Applications. OFC Nicola Peserico, Xiaoxuan Ma, Ahmed Khaled, Zhimu Gou, Bhavin J. Shastri, Volker J. Sorger
2023	A*	`conf`	PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. HPCA Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
2023	A*	`conf`	ReFOCUS: Reusing Light for Efficient Fourier Optics-Based Photonic Neural Network Accelerator. MICRO Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
2023	J	`jnl`	Virtualizing a Post-Moore's Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator. ACM Trans. Embed. Comput. Syst. Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Chen Shen, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi
2022	J	`jnl`	A Deep Neural Network Accelerator using Residue Arithmetic in a Hybrid Optoelectronic System. ACM J. Emerg. Technol. Comput. Syst. Jiaxin Peng, Yousra Alkabani, Krunal Puri, Xiaoxuan Ma, Volker J. Sorger, Tarek A. El-Ghazawi
2022	J	`jnl`	Bistable all-optical devices based on nonlinear epsilon-near-zero (ENZ) materials. CoRR Jacek Gosciniak, Z. Hu, M. Thomaschewski, Volker J. Sorger, Jacob B. Khurgin
2022	J	`jnl`	Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review. CoRR Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger
2022	J	`jnl`	PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. CoRR Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta
2022	—	`conf`	Photonic Tensor Core with Photonic Compute-in-Memory. OFC Xiaoxuan Ma, Jiawei Meng, Nicola Peserico, Mario Miscuglio, Yifei Zhang, Juejun Hu, Volker J. Sorger
2021	J	`jnl`	All-Chalcogenide Programmable All-Optical Deep Neural Networks. CoRR Ting Y, Xiaoxuan Ma, Ernest Pastor, Jonathan K. George, Simon Wall, Mario Miscuglio, Robert E. Simpson, Volker J. Sorger
2021	J	`jnl`	Batch Processing and Data Streaming Fourier-based Convolutional Neural Network Accelerator. CoRR Zibo Hu, Shurui Li, Russell L. T. Schwartz, Maria Solyanik-Gorgone, Mario Miscuglio, Puneet Gupta, Volker J. Sorger
2021	J	`jnl`	Emerging Devices and Packaging Strategies for Electronic-Photonic AI Accelerators. CoRR Nicola Peserico, Thomas Ferreira de Lima, Paul R. Prucnal, Volker J. Sorger
2021	J	`jnl`	Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. CoRR 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
2021	J	`jnl`	Prospects and applications of photonic neural networks. CoRR 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
2020	—	`conf`	A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor. ASAP Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
2020	J	`jnl`	A Design Methodology for Post-Moore's Law Accelerators: The Case of a Photonic Neuromorphic Processor. CoRR Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
2020	J	`jnl`	Analog Computing with Metatronic Circuits. CoRR Mario Miscuglio, Yaliang Gui, Xiaoxuan Ma, Shuai Sun, Tarek A. El-Ghazawi, Tatsuo Itoh, Andrea Alù, Volker J. Sorger
2020	J	`jnl`	Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators. CoRR Shurui Li, Mario Miscuglio, Volker J. Sorger, Puneet Gupta
2020	B	`conf`	DNNARA: A Deep Neural Network Accelerator using Residue Arithmetic and Integrated Photonics. ICPP Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi
2020	—	`conf`	Intelligent Computing with Photonic Memories. OFC Mario Miscuglio, Omer Yesiliurt, Jiawei Meng, Ludmila J. Prokopeva, Yifei Zhang, Armin Mehrabian, Juejun Hu, Alexander V. Kildishev, Volker J. Sorger
2020	J	`jnl`	Photonic tensor cores for machine learning. CoRR Mario Miscuglio, Volker J. Sorger
2020	J	`jnl`	ROC: A Reconfigurable Optical Computer for Simulating Physical Processes. ACM Trans. Parallel Comput. Jeff Anderson, Engin Kayraklioglu, Shuai Sun, Joseph Crandall, Yousra Al-Kabani, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
2020	—	`conf`	Software stack for an analog mesh computer: the case of a nanophotonic PDE accelerator. CF Engin Kayraklioglu, Jeff Anderson, Hamid Reza Imani, Volker J. Sorger, Tarek A. El-Ghazawi
2020	—	`conf`	Strainoptronics: A New Degree of Freedom for 2D Material Device Engineering. ECOC Rishi Maiti, Volker J. Sorger
2020	—	`conf`	Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator. ICRC Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani, Mario Miscuglio, Volker J. Sorger, Tarek A. El-Ghazawi
2019	—	`conf`	A Guide for Material and Design Choices for Electro-Optic Modulators. OFC Rubab Amin, Ma Zhizhen, Mohammad Tahersima, Rishi Maiti, Mario Miscuglio, Hamed Dalir, Volker J. Sorger
2019	J	`jnl`	A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks. CoRR Armin Mehrabian, Mario Miscuglio, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
2019	—	`conf`	Integrated Photonics Architectures for Residue Number System Computations. ICRC Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi
2019	—	`conf`	Photonic Processor for Fully Discretized Neural Networks. ASAP Jeff Anderson, Shuai Sun, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
2018	—	`conf`	D CF Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Jeff Anderson, Jiaxin Peng, Volker J. Sorger, Tarek A. El-Ghazawi
2018	—	`conf`	Neural Network Activation Functions with Electro-Optic Absorption Modulators. ICRC Jonathan K. George, Armin Mehrabian, Rubab Amin, Paul R. Prucnal, Tarek A. El-Ghazawi, Volker J. Sorger
2018	—	`conf`	PCNNA: A Photonic Convolutional Neural Network Accelerator. SoCC Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
2018	J	`jnl`	PCNNA: A Photonic Convolutional Neural Network Accelerator. CoRR Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi
2018	Misc	`conf`	Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation. PSC Jonathan K. George, Armin Mehrabian, Rubab Amin, Tarek A. El-Ghazawi, Paul R. Prucnal, Volker J. Sorger
2017	J	`jnl`	D3NOC: Dynamic Data-Driven Network On Chip in Photonic Electronic Hybrids. CoRR Armin Mehrabian, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
2017	B	`conf`	HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip. ICPP Vikram K. Narayana, Shuai Sun, Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
2017	J	`jnl`	HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip. CoRR Vikram K. Narayana, Shuai Sun, Armin Mehrabian, Volker J. Sorger, Tarek A. El-Ghazawi
2017	J	`jnl`	Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks. CoRR Jonathan K. George, Cesare Soci, Volker J. Sorger
2017	J	`jnl`	Integrated Nanophotonics Architecture for Residue Number System Arithmetic. CoRR Jiaxin Peng, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi
2017	J	`jnl`	MorphoNoC: Exploring the Design Space of a Configurable Hybrid NoC using Nanophotonics. CoRR Vikram K. Narayana, Shuai Sun, Abdel-Hameed A. Badawy, Volker J. Sorger, Tarek A. El-Ghazawi
2017	J	`jnl`	MorphoNoC: Exploring the design space of a configurable hybrid NoC using nanophotonics. Microprocess. Microsystems Vikram K. Narayana, Shuai Sun, Abdel-Hameed A. Badawy, Volker J. Sorger, Tarek A. El-Ghazawi
2017	—	`conf`	Towards On-Chip Optical FFTs for Convolutional Neural Networks. ICRC Jonathan K. George, Hani Nejadriahi, Volker J. Sorger
2017	J	`jnl`	Towards On-Chip Optical FFTs for Convolutional Neural Networks. CoRR Jonathan K. George, Hani Nejadriahi, Volker J. Sorger
2016	J	`jnl`	A Universal Multi-Hierarchy Figure-of-Merit for On-Chip Computing and Communications. CoRR Shuai Sun, Vikram K. Narayana, Armin Mehrabian, Tarek A. El-Ghazawi, Volker J. Sorger
2016	J	`jnl`	Moore's Law in CLEAR Light. CoRR Shuai Sun, Vikram K. Narayana, Tarek A. El-Ghazawi, Volker J. Sorger
2015	C	`conf`	Optimization of data center battery storage investments for microgrid cost savings, emissions reduction, and reliability enhancement. IAS Christopher C. Thompson, Konstantinos Oikonomou, Amir H. Etemadi, Volker J. Sorger