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@Neuromophic Neuromorphic Computing

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    9 repositories

    • AugmentedLagrangian

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 10, 2024Oct 10, 2024

    • eNAS_learnable_selectable_LNC

      Public
      Priyanjana Pal, Haibin Zhao, et al. "Neural Architecture Search for Highly Robust Printed Neuromorphic Circuits." Proceedings of the 43st IEEE/ACM International Conference on Computer-Aided Design. 2024.
      Jupyter Notebook
      •0•0•0•0•Updated Jun 27, 2024Jun 27, 2024

    • Printed_Spiking_NN

      Public
      Pal, Priyanjana, et al. Analog Printed Spiking Neuromorphic Circuit. 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2024
      Jupyter Notebook
      •0•0•0•0•Updated Feb 19, 2024Feb 19, 2024

    • FaultAnalysis

      Public
      Pal, Priyanjana et al. Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers, European Test Symposium (ETS), IEEE, 2024
      Jupyter Notebook
      •0•0•0•0•Updated Feb 19, 2024Feb 19, 2024

    • LearnableFilters

      Public
      Zhao, Haibin, et al. "Towards Temporal Information Processing -- Printed Neuromorphic Circuits." 2023 Nano Architecture (NanoArch'23). ACM, 2023.
      Python
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      MIT License
      •0•0•0•0•Updated Oct 31, 2023Oct 31, 2023

    • Power-Aware-Training

      Public
      Zhao, Haibin, et al. "Power-Aware Training for Printed Neuromorphic Circuits." Proceedings of the 42st IEEE/ACM International Conference on Computer-Aided Design. 2023.
      Jupyter Notebook
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      MIT License
      •0•0•0•0•Updated Aug 30, 2023Aug 30, 2023

    • LearnableNonlinearCircuits

      Public
      Zhao, Haibin, et al. "Highly-Bespoke Robust Printed Neuromorphic Circuits." 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 2023.
      Jupyter Notebook
      •0•0•0•0•Updated Feb 21, 2023Feb 21, 2023

    • Aging-aware-training

      Public
      Zhao, Haibin, et al. "Aging-Aware Training for Printed Neuromorphic Circuits." Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design. 2022.
      Jupyter Notebook
      •0•1•0•0•Updated Feb 5, 2023Feb 5, 2023

    • Split_Manufacturing_One_Mask

      Public
      Zhao, Haibin, et al. "Split Additive Manufacturing for Printed Neuromorphic Circuits." 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 2023.
      Python
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      MIT License
      •0•0•0•0•Updated Feb 4, 2023Feb 4, 2023