Chaoran Huang

According to our database, Chaoran Huang authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

Control-free and efficient silicon photonic neural networks via hardware-aware training and pruning.

Tengji Xu, Weipeng Zhang, Jiawei Zhang, Zeyu Luo, Qiarong Xiao, Benshan Wang, Mingcheng Luo, Xingyuan Xu, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang

CoRR, 2024

2022

Multi-Wavelength Photonic Neuromorphic Computing for Intra and Inter-Channel Distortion Compensations in WDM Optical Communication Systems.

Benshan Wang, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang

CoRR, 2022

High-speed time series prediction and classification on an all-optical neural network.

Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Weipeng Zhang, Bhavin J. Shastri, Paul R. Prucnal

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021

Photonic spiking neural networks and CMOS-compatible graphene-on-silicon spiking neurons.

Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal

CoRR, 2021

A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge.

Hsuan-Tung Peng, Joshua Lederman, Lei Xu, Thomas Ferreira de Lima, Chaoran Huang, Bhavin J. Shastri, David Rosenbluth, Paul R. Prucnal

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

Microring Weight Banks Control beyond 8.5-bits Accuracy.

Weipeng Zhang, Chaoran Huang, Simon Bilodeau, Aashu Jha, Eric C. Blow, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal

CoRR, 2021

Neuromorphic Photonic Networks.

Bhavin J. Shastri, Simon Bilodeau, Bicky A. Marquez, Alexander N. Tait, Thomas Ferreira de Lima, Chaoran Huang, Lukas Chrostowski, Sudip Shekhar, Paul R. Prucnal

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Programmable, high-speed all-optical nonlinear activation functions for neuromorphic photonics.

Aashu Jha, Chaoran Huang, Paul R. Prucnal

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Neuromorphic Photonics for Optical Communication Systems.

Chaoran Huang, Thomas Ferreira de Lima, Shinsuke Fujisawa, Alexander N. Tait, Hsuan-Tung Peng, Bhavin J. Shastri, Ting Wang, Paul R. Prucnal

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Nonlinear Impairment Compensation Using Neural Networks.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

2020

Real-Time Operation of Silicon Photonic Neurons.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Demonstration of Multi-Channel Feedback Control for On-Chip Microring Weight Banks.

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

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Neuromorphic Photonics: Current Status and Challenges.

Paul R. Prucnal, Thomas Ferreira de Lima, Chaoran Huang, Bicky A. Marquez, Bhavin J. Shastri

Proceedings of the European Conference on Optical Communications, 2020

2019

Giant Enhancement in Signal Contrast using Integrated All-Optical Nonlinear Thresholder.

Chaoran Huang, Thomas Ferreira de Lima, Aashu Jha, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019