Ray T. Chen

发表

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

David Z. Pan, Chenghao Feng, Zixuan Jiang, 2021, 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC).

ADEPT: Automatic Differentiable DEsign of Photonic Tensor Cores pdf

David Z. Pan, Chenghao Feng, Zixuan Jiang, 2021, ArXiv.

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

David Z. Pan, Chenghao Feng, Zixuan Jiang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

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

David Z. Pan, Chenghao Feng, Zixuan Jiang, 2021, NeurIPS.

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

David Z. Pan, Chenghao Feng, Zhoufeng Ying, 2021, ArXiv.

A Compact Butterfly-Style Silicon Photonic–Electronic Neural Chip for Hardware-Efficient Deep Learning

Ray T. Chen, D. Pan, Jiaqi Gu, 2021, ACS Photonics.

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

Ray T. Chen, D. Boning, D. Pan, 2022, NeurIPS.

Design and Optimization of Multi-Operand Ring Resonator Based Efficient Optical Recurrent Neural Network APPROVED BY SUPERVISING COMMITTEE:

Ray T. Chen, Jiaqi Gu, Chenghao Feng, 2021 .

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

Ray T. Chen, D. Pan, Jiaqi Gu, 2022, 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

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

Ray T. Chen, D. Pan, Jiaqi Gu, 2023, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Electronic-photonic arithmetic logic unit for high-speed computing

Jiaqi Gu, David Z. Pan, Chenghao Feng, 2020, Nature Communications.

Design and experimental demonstration of a hardware-efficient integrated optical neural network

Ray T. Chen, D. Pan, Jiaqi Gu, 2022, Smart Photonic and Optoelectronic Integrated Circuits 2022.

ADEPT: automatic differentiable DEsign of photonic tensor cores

Ray T. Chen, D. Pan, Jiaqi Gu, 2021, DAC.

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

Ray T. Chen, D. Pan, Jiaqi Gu, 2023, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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

Ray T. Chen, D. Pan, Chenghao Feng, 2023, Nanophotonics.

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

Ray T. Chen, D. Pan, Jiaqi Gu, 2023, APL Machine Learning.

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

Ray T. Chen, Jiaqi Gu, Chenghao Feng, 2022, IEEE Transactions on Circuits and Systems II: Express Briefs.

A point-of-care biosensor for rapid detection and differentiation of COVID-19 virus (SARS-CoV-2) and influenza virus using subwavelength grating micro-ring resonator.

Ray T. Chen, Hao Chang, Chenghao Feng, 2023, Applied physics reviews.