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Volker J. Sorger
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2020 – today
- 2024
- [i24]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:
Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits. CoRR abs/2403.19724 (2024) - 2023
- [j4]Jeff Anderson
, Engin Kayraklioglu
Virtualizing a Post-Moore's Law Analog Mesh Processor: The Case of a Photonic PDE Accelerator. ACM Trans. Embed. Comput. Syst. 22(2): 38:1-38:26 (2023) - [c20]Shurui Li, Hangbo Yang
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. HPCA 2023: 15-28 - [c19]Shurui Li
ReFOCUS: Reusing Light for Efficient Fourier Optics-Based Photonic Neural Network Accelerator. MICRO 2023: 569-583 - [c18]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: 1-4 - [i23]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 abs/2308.00215 (2023) - 2022
- [j3]Jiaxin Peng
A Deep Neural Network Accelerator using Residue Arithmetic in a Hybrid Optoelectronic System. ACM J. Emerg. Technol. Comput. Syst. 18(4): 81:1-81:26 (2022) - [c17]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: 1-3 - [i22]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 abs/2209.09189 (2022) - [i21]Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger:
Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review. CoRR abs/2211.01476 (2022) - [i20]Shurui Li, Hangbo Yang, Chee Wei Wong, Volker J. Sorger, Puneet Gupta:
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator. CoRR abs/2211.05276 (2022) - 2021
- [i19]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 abs/2102.10398 (2021) - [i18]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 abs/2105.09943 (2021) - [i17]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 abs/2111.06862 (2021) - [i16]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 abs/2112.12297 (2021) - [i15]Nicola Peserico, Thomas Ferreira de Lima, Paul R. Prucnal, Volker J. Sorger:
Emerging Devices and Packaging Strategies for Electronic-Photonic AI Accelerators. CoRR abs/2112.12844 (2021) - 2020
- [j2]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): 8:1-8:29 (2020) - [c16]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: 113-116 - [c15]Engin Kayraklioglu, Jeff Anderson, Hamid Reza Imani
Software stack for an analog mesh computer: the case of a nanophotonic PDE accelerator. CF 2020: 241-244 - [c14]Rishi Maiti, Volker J. Sorger:
Strainoptronics: A New Degree of Freedom for 2D Material Device Engineering. ECOC 2020: 1-3 - [c13]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: 61:1-61:11 - [c12]Jeff Anderson, Engin Kayraklioglu, Hamid Reza Imani
Virtualizing Analog Mesh Computers: The Case of a Photonic PDE Solving Accelerator. ICRC 2020: 133-142 - [c11]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: 1-3 - [i14]Mario Miscuglio, Volker J. Sorger:
Photonic tensor cores for machine learning. CoRR abs/2002.03780 (2020) - [i13]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 abs/2006.08533 (2020) - [i12]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 abs/2007.05380 (2020) - [i11]Shurui Li, Mario Miscuglio, Volker J. Sorger, Puneet Gupta:
Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators. CoRR abs/2011.07391 (2020)
2010 – 2019
- 2019
- [c10]Jeff Anderson, Shuai Sun, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi:
Photonic Processor for Fully Discretized Neural Networks. ASAP 2019: 25-32 - [c9]Jiaxin Peng, Yousra Al-Kabani, Shuai Sun, Volker J. Sorger, Tarek A. El-Ghazawi:
Integrated Photonics Architectures for Residue Number System Computations. ICRC 2019: 129-137 - [c8]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: 1-3 - [i10]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 abs/1906.10487 (2019) - 2018
- [c7]Armin Mehrabian
D3NoC: a dynamic data-driven hybrid photonic plasmonic NoC. CF 2018: 220-223 - [c6]Jonathan K. George, Armin Mehrabian, Rubab Amin
Neural Network Activation Functions with Electro-Optic Absorption Modulators. ICRC 2018: 1-5 - [c5]Jonathan K. George, Armin Mehrabian, Rubab Amin
Photonic Neuromporphic Computing with Electrooptic Nonlinear Activation. PSC 2018: 1-3 - [c4]Armin Mehrabian
PCNNA: A Photonic Convolutional Neural Network Accelerator. SoCC 2018: 169-173 - [i9]Armin Mehrabian, Yousra Al-Kabani, Volker J. Sorger, Tarek A. El-Ghazawi:
PCNNA: A Photonic Convolutional Neural Network Accelerator. CoRR abs/1807.08792 (2018) - 2017
- [j1]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: 113-126 (2017) - [c3]Vikram K. Narayana, Shuai Sun, Armin Mehrabian
HyPPI NoC: Bringing Hybrid Plasmonics to an Opto-Electronic Network-on-Chip. ICPP 2017: 131-140 - [c2]Jonathan K. George, Hani Nejadriahi, Volker J. Sorger:
Towards On-Chip Optical FFTs for Convolutional Neural Networks. ICRC 2017: 1-4 - [i8]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 abs/1701.05930 (2017) - [i7]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 abs/1703.04646 (2017) - [i6]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 abs/1708.06721 (2017) - [i5]Jonathan K. George, Hani Nejadriahi, Volker J. Sorger:
Towards On-Chip Optical FFTs for Convolutional Neural Networks. CoRR abs/1708.09534 (2017) - [i4]Jonathan K. George, Cesare Soci, Volker J. Sorger:
Identifying Mirror Symmetry Density with Delay in Spiking Neural Networks. CoRR abs/1709.02684 (2017) - [i3]Jiaxin Peng, Shuai Sun, Vikram K. Narayana, Volker J. Sorger, Tarek A. El-Ghazawi:
Integrated Nanophotonics Architecture for Residue Number System Arithmetic. CoRR abs/1712.00049 (2017) - 2016
- [i2]Shuai Sun, Vikram K. Narayana, Armin Mehrabian
A Universal Multi-Hierarchy Figure-of-Merit for On-Chip Computing and Communications. CoRR abs/1612.02486 (2016) - [i1]Shuai Sun, Vikram K. Narayana, Tarek A. El-Ghazawi, Volker J. Sorger:
Moore's Law in CLEAR Light. CoRR abs/1612.02898 (2016) - 2015
- [c1]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: 1-7
Coauthor Index
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last updated on 2024-06-25 20:55 CEST by the dblp team
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