A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays

• Coupled Simulation Methodology for In-Memory Computing Systems

  2026 IEEE Journal on Exploratory Solid-State Computational Devices and Circuits article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• Related Work

  2026 Synthesis lectures on engineering, science, and technology book-chapter Engineering Advanced Memory and Neural Computing

  0

  citations
• Synaptogen: A Cross-Domain Generative Device Model for Large-Scale Neuromorphic Circuit Design

  2024 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access

  3

  citations
• The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming

  2024 conference-paper Engineering Advanced Memory and Neural Computing Open access

  7

  citations
• Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review

  2023 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing Open access

  6

  citations
• Fault Injection in Native Logic-in-Memory Computation on Neuromorphic Hardware

  2023 Proceedings - ACM IEEE Design Automation Conference conference-paper Engineering Advanced Memory and Neural Computing

  6

  citations
• Integration of Physics-Derived Memristor Models with Machine Learning Frameworks

  2022 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Engineering Advanced Memory and Neural Computing Open access

  5

  citations
• X-Fault: Impact of Faults on Binary Neural Networks in Memristor-Crossbar Arrays with Logic-in-Memory Computation

  2022 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) conference-paper Engineering Advanced Memory and Neural Computing

  10

  citations
• A Parallel SystemC Virtual Platform for Neuromorphic Architectures

  2022 International Symposium on Quality Electronic Design (ISQED) conference-paper Computer Science Embedded Systems Design Techniques

  2

  citations
• A Survey of Neuromorphic Computing-in-Memory: Architectures, Simulators, and Security

  2021 IEEE Design and Test article Engineering Advanced Memory and Neural Computing

  74

  citations

10 results