Ray T. Chen

According to our database, Ray T. Chen authored at least 37 papers between 2000 and 2024.

Collaborative distances:

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

2024

Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerator.

Shupeng Ning, Hanqing Zhu, Chenghao Feng, Jiaqi Gu, Zhixing Jiang, Zhoufeng Ying, Jason Midkiff, Sourabh Jain, May H. Hlaing, David Z. Pan, Ray T. Chen

CoRR, 2024

Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator.

Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing.

Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability.

Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning.

Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Rongxing Tang, Shupeng Ning, May Hlaing, Jason Midkiff, Sourabh Jain, David Z. Pan, Ray T. Chen

CoRR, 2023

DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator.

Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxin Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan

CoRR, 2023

M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference.

Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan

CoRR, 2023

2022

Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks - A Tutorial.

Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan

IEEE Trans. Circuits Syst. II Express Briefs, 2022

NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation.

Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.

Hanqing Zhu, Keren Zhu, Jiaqi Gu, Harrison Jin, Ray T. Chen, Jean Anne Incorvia, David Z. Pan

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

ADEPT: automatic differentiable DEsign of photonic tensor cores.

Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement.

Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Portable Automatic Microring Resonator System Using a Subwavelength Grating Metamaterial Waveguide for High-Sensitivity Real-Time Optical-Biosensing Applications.

Varun Soni, Ching-Wen Chang, Xiaochuan Xu, Chao Wang, Hai Yan, Michael J. D'Agati, Li-Wei Tu, Quark Yungsung Chen, Huiping Tian, Ray T. Chen

IEEE Trans. Biomed. Eng., 2021

Silicon photonic subspace neural chip for hardware-efficient deep learning.

Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Zhoufeng Ying, Zheng Zhao, David Z. Pan, Ray T. Chen

CoRR, 2021

L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization.

Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation.

Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators.

Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization.

Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Power-Balanced Non-Orthogonal Multiple Access Based on Virtual Channel Optimization.

Wenlong Xia, Yuanping Zhou, Guide Yang, Ray T. Chen

IEEE Trans. Circuits Syst. II Express Briefs, 2020

ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Wuxi Li, Ray T. Chen, David Z. Pan

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Optimal Minimum Euclidean Distance-Based Precoder for NOMA With Finite-Alphabet Inputs.

Wenlong Xia, Yuanping Zhou, Guide Yang, Ray T. Chen

IEEE Access, 2019

Design Technology for Scalable and Robust Photonic Integrated Circuits: Invited Paper.

Zheng Zhao, Jiaqi Gu, Zhoufeng Ying, Chenghao Feng, Ray T. Chen, David Z. Pan

Proceedings of the International Conference on Computer-Aided Design, 2019

Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis.

Zheng Zhao, Derong Liu, Zhoufeng Ying, Biying Xu, Chenghao Feng, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Hardware-software co-design of slimmed optical neural networks.

Zheng Zhao, Derong Liu, Meng Li, Zhoufeng Ying, Lu Zhang, Biying Xu, Bei Yu, Ray T. Chen, David Z. Pan

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

Compact Inkjet-Printed Flexible MIMO Antenna for UWB Applications.

Wentao Li, Yongqiang Hei, Peter Mack Grubb, Xiaowei Shi, Ray T. Chen

IEEE Access, 2018

High Speed Modulator Based on Electro-optic Polymer Infiltrated Subwavelength Grating Waveguide Ring Resonator.

Zeyu Pan, Xiaochuan Xu, Chi-Jui Chung, Hamed Dalir, Hai Yan, Ke Chen, Yaguo Wang, Ray T. Chen

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

OPERON: optical-electrical power-efficient route synthesis for on-chip signals.

Derong Liu, Zheng Zhao, Zheng Wang, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the 55th Annual Design Automation Conference, 2018

Logic synthesis for energy-efficient photonic integrated circuits.

Zheng Zhao, Zheng Wang, Zhoufeng Ying, Shounak Dhar, Ray T. Chen, David Z. Pan

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Optical computing on silicon-on-insulator-based photonic integrated circuits.

Zheng Zhao, Zheng Wang, Zhoufeng Ying, Shounak Dhar, Ray T. Chen, David Z. Pan

Proceedings of the 12th IEEE International Conference on ASIC, 2017

2009

O-Router: an optical routing framework for low power on-chip silicon nano-photonic integration.

Duo Ding, Yilin Zhang, Haiyu Huang, Ray T. Chen, David Z. Pan

Proceedings of the 46th Design Automation Conference, 2009

2007

Optical Interconnects

Ray T. Chen, Chulchae Choi

Synthesis Lectures on Solid State Materials and Devices, Morgan & Claypool Publishers, ISBN: 978-3-031-02553-2, 2007

Optical interconnects: a viable solution for interconnection beyond 10 gbit/sec.

Ray T. Chen

Proceedings of the 2007 International Symposium on Physical Design, 2007

2000

Fully embedded board-level guided-wave optoelectronic interconnects.

Ray T. Chen, Lei Lin, Chulchae Choi, Yujie J. Liu, Bipin Bihari, L. Wu, Suning Tang, R. Wickman, B. Picor, Mary K. Hibbs-Brenner, J. Bristow, Y. S. Liu

Proc. IEEE, 2000