Chaoran Huang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Activation Function

Communication Systems

Blind Equalization Algorithm

Top Venues

Publications

Tengji Xu, Weipeng Zhang, Jiawei Zhang, Zeyu Luo, Qiarong Xiao, Benshan Wang, Mingcheng Luo, Xingyuan Xu, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang
Control-free and efficient silicon photonic neural networks via hardware-aware training and pruning. CoRR (2024)
Benshan Wang, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang
Multi-Wavelength Photonic Neuromorphic Computing for Intra and Inter-Channel Distortion Compensations in WDM Optical Communication Systems. CoRR (2022)
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)
Shinsuke Fujisawa, Fatih Yaman, Hussam G. Batshon, Masaaki Tanio, Naoto Ishii, Chaoran Huang, Thomas Ferreira de Lima, Yoshihisa Inada, Paul R. Prucnal, Norifumi Kamiya, Ting Wang
Nonlinear Impairment Compensation Using Neural Networks. OFC (2021)
Weipeng Zhang, Chaoran Huang, Simon Bilodeau, Aashu Jha, Eric C. Blow, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal
Microring Weight Banks Control beyond 8.5-bits Accuracy. CoRR (2021)
Bhavin J. Shastri, Simon Bilodeau, Bicky A. Marquez, Alexander N. Tait, Thomas Ferreira de Lima, Chaoran Huang, Lukas Chrostowski, Sudip Shekhar, Paul R. Prucnal
Neuromorphic Photonic Networks. OFC (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)
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)
Aashu Jha, Chaoran Huang, Paul R. Prucnal
Programmable, high-speed all-optical nonlinear activation functions for neuromorphic photonics. OFC (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)
Paul R. Prucnal, Thomas Ferreira de Lima, Chaoran Huang, Bicky A. Marquez, Bhavin J. Shastri
Neuromorphic Photonics: Current Status and Challenges. ECOC (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)
Chaoran Huang, Thomas Ferreira de Lima, Aashu Jha, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal
Giant Enhancement in Signal Contrast using Integrated All-Optical Nonlinear Thresholder. OFC (2019)