| A Compact Butterfly-Style Silicon Photonic–Electronic Neural Chip for Hardware-Efficient Deep Learning C Feng, J Gu, H Zhu, Z Ying, Z Zhao, DZ Pan, RT Chen ACS Photonics 9 (12), 3906-3916, 2022 | 48 | 2022 |
| ROQ: A noise-aware quantization scheme towards robust optical neural networks with low-bit controls J Gu, Z Zhao, C Feng, H Zhu, RT Chen, DZ Pan 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 36 | 2020 |
| L2ight: Enabling on-chip learning for optical neural networks via efficient in-situ subspace optimization J Gu, H Zhu, C Feng, Z Jiang, R Chen, D Pan Advances in Neural Information Processing Systems 34, 8649-8661, 2021 | 25 | 2021 |
| ADEPT: Automatic differentiable design of photonic tensor cores J Gu, H Zhu, C Feng, Z Jiang, M Liu, S Zhang, RT Chen, DZ Pan Proceedings of the 59th ACM/IEEE Design Automation Conference, 937-942, 2022 | 17 | 2022 |
| Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerators S Ning, H Zhu, C Feng, J Gu, Z Jiang, Z Ying, J Midkiff, S Jain, MH Hlaing, ... Journal of Lightwave Technology, 2024 | 16 | 2024 |
| Lightening-transformer: A dynamically-operated optically-interconnected photonic transformer accelerator H Zhu, J Gu, H Wang, Z Jiang, Z Zhang, R Tang, C Feng, S Han, RT Chen, ... 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 16 | 2024 |
| SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network with Cross-Layer Scalability J Gu, C Feng, H Zhu, Z Zhao, Z Ying, M Liu, RT Chen, DZ Pan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 16 | 2022 |
| NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation J Gu, Z Gao, C Feng, H Zhu, R Chen, D Boning, D Pan Advances in Neural Information Processing Systems 35, 14623-14636, 2022 | 14 | 2022 |
| Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks—A Tutorial J Gu, C Feng, H Zhu, RT Chen, DZ Pan IEEE Transactions on Circuits and Systems II: Express Briefs 69 (6), 2581-2585, 2022 | 14 | 2022 |
| Silicon photonic subspace neural chip for hardware-efficient deep learning C Feng, J Gu, H Zhu, Z Ying, Z Zhao, DZ Pan, RT Chen arXiv preprint arXiv:2111.06705, 2021 | 14 | 2021 |
| Pre-rmsnorm and pre-crmsnorm transformers: equivalent and efficient pre-ln transformers Z Jiang, J Gu, H Zhu, D Pan Advances in Neural Information Processing Systems 36, 45777-45793, 2023 | 11 | 2023 |
| Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration H Zhu, K Zhu, J Gu, H Jin, RT Chen, JA Incorvia, DZ Pan Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 11 | 2022 |
| Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning C Feng, J Gu, H Zhu, S Ning, R Tang, M Hlaing, J Midkiff, S Jain, DZ Pan, ... Nanophotonics 13 (12), 2193-2206, 2024 | 7 | 2024 |
| M3ICRO: Machine learning-enabled compact photonic tensor core based on programmable multi-operand multimode interference J Gu, H Zhu, C Feng, Z Jiang, RT Chen, DZ Pan APL Machine Learning 2 (1), 2024 | 7 | 2024 |
| Neural network methods for radiation detectors and imaging S Lin, S Ning, H Zhu, T Zhou, CL Morris, S Clayton, MJ Cherukara, ... Frontiers in Physics 12, 1334298, 2024 | 7 | 2024 |
| ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing H Zhu, J Gu, C Feng, M Liu, Z Jiang, RT Chen, DZ Pan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 6 | 2022 |
| Dota: A dynamically-operated photonic tensor core for energy-efficient transformer accelerator H Zhu, J Gu, H Wang, Z Jiang, Z Zhang, R Tang, C Feng, S Han, RT Chen, ... Optica Open, 2023 | 5 | 2023 |
| Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation J Gu, H Zhu, C Feng, M Liu, Z Jiang, RT Chen, DZ Pan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 5 | 2021 |
| APOLLO: SGD-like Memory, AdamW-level Performance H Zhu, Z Zhang, W Cong, X Liu, S Park, V Chandra, B Long, DZ Pan, ... arXiv preprint arXiv:2412.05270, 2024 | 4 | 2024 |
| LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation G Chen, K Zhu, S Kim, H Zhu, Y Lai, B Yu, DZ Pan arXiv preprint arXiv:2406.05250, 2024 | 4 | 2024 |
David Z. PanProfessor, Silicon Labs Endowed Chair, ECE Dept., University of Texas at AustinPatvirtintas el. paštas ece.utexas.edu