Research Progress on Memristor: From Synapses to Computing Systems X Yang, B Taylor, A Wu, Y Chen, LO Chua IEEE Transactions on Circuits and Systems I: Regular Papers 69 (5), 1845-1857, 2022 | 77 | 2022 |
ReTransformer: ReRAM-based processing-in-memory architecture for transformer acceleration X Yang, B Yan, H Li, Y Chen Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 77 | 2020 |
Harnessing optoelectronic noises in a photonic generative network C Wu, X Yang, H Yu, R Peng, I Takeuchi, Y Chen, M Li Science advances 8 (3), eabm2956, 2022 | 35 | 2022 |
Multi-objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise X Yang, S Belakaria, BK Joardar, H Yang, JR Doppa, PP Pande, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 32* | 2021 |
Tolerating Noise Effects in Processing‐in‐Memory Systems for Neural Networks: A Hardware–Software Codesign Perspective X Yang, C Wu, M Li, Y Chen Advanced Intelligent Systems 4 (8), 2200029, 2022 | 17 | 2022 |
Approximate Computing and the Efficient Machine Learning Expedition J Henkel, H Li, A Raghunathan, MB Tahoori, S Venkataramani, X Yang, ... Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 8 | 2022 |
Hero: Hessian-enhanced robust optimization for unifying and improving generalization and quantization performance H Yang, X Yang, NZ Gong, Y Chen Proceedings of the 59th ACM/IEEE Design Automation Conference, 25-30, 2022 | 8 | 2022 |
Photonic Bayesian Neural Network Using Programmed Optical Noises C Wu, X Yang, Y Chen, M Li IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022 | 7 | 2022 |
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-aware ReRAM-based In-Memory Training Systems X Yang, H Yang, JR Doppa, PP Pande, K Chakrabarty, H Li IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022 | 7 | 2022 |
Biologically plausible learning on neuromorphic hardware architectures C Wolters, B Taylor, E Hanson, X Yang, U Schlichtmann, Y Chen 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | 3 | 2023 |
Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design X Yang, S Li, Q Zheng, Y Chen Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 2 | 2023 |
On Building Efficient and Robust Neural Network Designs X Yang, H Yang, J Zhang, HH Li, Y Chen 2022 56th Asilomar Conference on Signals, Systems, and Computers, 317-321, 2022 | 2 | 2022 |
Optical generative adversarial network based on programmable phase-change photonics C Wu, X Yang, H Yu, I Takeuchi, Y Chen, M Li 2021 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2021 | 2 | 2021 |
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design X Yang, Z Wang, XS Hu, CH Kim, S Yu, M Pajic, R Manohar, Y Chen, ... IEEE Transactions on Circuits and Systems II: Express Briefs, 2023 | 1 | 2023 |
Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference C Wolters, X Yang, U Schlichtmann, T Suzumura arXiv preprint arXiv:2406.08413, 2024 | | 2024 |
Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators X Wu, E Hanson, N Wang, Q Zheng, X Yang, H Yang, S Li, F Cheng, ... arXiv preprint arXiv:2310.12182, 2023 | | 2023 |
Improving the Efficiency and Robustness of In-Memory Computing in Emerging Technologies X Yang Duke University, 2023 | | 2023 |