Resources

  1. Z. Yan, X. Hu and Y. Shi, “Compute-in-memory based neural network accelerators for safety critical systems: worst-case scenarios and protections,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2024.
  2. Z. Yan, X. Hu and Y. Shi, “U-SWIM: Universal Selective Write-Verify for computing-in-memory neural accelerators,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2024.
  3. Z. Yan, Y. Qin, W. Wen, X. Hu and Y. Shi, “Improving realistic worst-case performance of NVCiM DNN accelerators through training with right-censored Gaussian noise,” International Conference on Computer Aided Design (ICCAD), 2023.
  4. Xiaotian Sun, Xinyu Wang, Wanqian Li, Lei Wang, Yinhe Han, Xiaoming Chen, "PIMCOMP: A Universal Compilation Framework for Crossbar-based PIM DNN Accelerators", in Design Automation Conference (DAC'23), 2023.
  5. Wanqian Li, Xiaotian Sun, Xinyu Wang, Lei Wang, Yinhe Han, Xiaoming Chen, "PIMSYN: Synthesizing Processing-in-memory CNN Accelerators", in Design, Automation and Test in Europe Conference (DATE'24), 2024.
  6. Xinyu Wang, Xiaotian Sun, Yinhe Han, Xiaoming Chen, "PIMSIM-NN: An ISA-based Simulation Framework for Processing-in-Memory Accelerators", in Design, Automation and Test in Europe Conference (DATE'24), 2024.
  7. Wanqian Li, Yinhe Han, Xiaoming Chen, “Mathematical Framework for Optimizing Crossbar Allocation for ReRAM-based CNN Accelerators”, ACM Transactions on Design Automation of Electronic Systems (ACM TODAES), vol. 29, no. 1, pp. 1-24, 2024.
  8. X. Feng, G. Shen, J. Hu, M. Li, and N. Wong, “Stochastic multivariate universal-radix finite-state machine: a theoretically and practically elegant nonlinear function approximator,” 2024.
  9. F. Ponzina et al. "Overflow-free compute memories for edge AI acceleration." ACM TECS, 2023.
  10. A. Shahbazinia et al. “Resource-Efficient Continual Learning for Personalized Online Seizure Detection”, IEEE EMBC, 2024.
  11. D. Schiavone et al. "X-HEEP: An Open-Source, Configurable and Extendible RISC-V Microcontroller." ACM Comp. Frontiers, 2023.