Hsuan-Tung Peng

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 13

Top Topics

Text Classification

Top Venues

Publications

Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Weipeng Zhang, Bhavin J. Shastri, Paul R. Prucnal
High-speed time series prediction and classification on an all-optical neural network. OFC (2022)
Hsuan-Tung Peng, Joshua Lederman, Lei Xu, Thomas Ferreira de Lima, Chaoran Huang, Bhavin J. Shastri, David Rosenbluth, Paul R. Prucnal
A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge. CoRR (2021)
Chaoran Huang, Thomas Ferreira de Lima, Shinsuke Fujisawa, Alexander N. Tait, Hsuan-Tung Peng, Bhavin J. Shastri, Ting Wang, Paul R. Prucnal
Neuromorphic Photonics for Optical Communication Systems. OFC (2021)
Liwei Song, Xinwei Yu, Hsuan-Tung Peng, Karthik Narasimhan
Universal Adversarial Attacks with Natural Triggers for Text Classification. NAACL-HLT (2021)
Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal
Photonic spiking neural networks and CMOS-compatible graphene-on-silicon spiking neurons. CoRR (2021)
Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira de Lima, Alexander N. Tait, Eric C. Blow, Yue Tian, Simon Bilodeau, Aashu Jha, Fatih Yaman, Hussam G. Batshon, Hsuan-Tung Peng, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal
Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. OFC (2020)
Thomas Ferreira de Lima, Chaoran Huang, Simon Bilodeau, Alexander N. Tait, Hsuan-Tung Peng, Philip Y. Ma, Eric C. Blow, Bhavin J. Shastri, Paul R. Prucnal
Real-Time Operation of Silicon Photonic Neurons. OFC (2020)
Liwei Song, Xinwei Yu, Hsuan-Tung Peng, Karthik Narasimhan
Universal Adversarial Attacks with Natural Triggers for Text Classification. CoRR (2020)
Chaoran Huang, Simon Bilodeau, Thomas Ferreira de Lima, Alexander N. Tait, Philip Y. Ma, Eric C. Blow, Aashu Jha, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal
Demonstration of Multi-Channel Feedback Control for On-Chip Microring Weight Banks. OFC (2020)
Thomas Ferreira de Lima, Alexander N. Tait, Hooman Saeidi, Mitchell A. Nahmias, Hsuan-Tung Peng, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal
Noise Analysis of Photonic Modulator Neurons. CoRR (2019)
Viraj Bangari, Bicky A. Marquez, Heidi B. Miller, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira de Lima, Hsuan-Tung Peng, Paul R. Prucnal, Bhavin J. Shastri
Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs). CoRR (2019)
Paul R. Prucnal, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira de Lima, Hsuan-Tung Peng, Bhavin J. Shastri
Photonics for Neuromorphic Computing. ECOC (2018)
Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Mitchell A. Nahmias, Hsuan-Tung Peng, Paul R. Prucnal
Principles of Neuromorphic Photonics. CoRR (2018)