Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades

• Event-driven eligibility propagation in large sparse networks

  2026 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• A 1.1 μJ/Inference Binary Spiking Neural Network Accelerator for DVS Gesture Recognition

  2025 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing

  1

  citations
• The neurobench framework for benchmarking neuromorphic computing algorithms and systems

  2025 Nature Communications article Engineering Advanced Memory and Neural Computing Open access

  96

  citations
• NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware

  2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

  4

  citations
• Training Spiking Neural Networks Using Lessons From Deep Learning

  2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

  787

  citations
• Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping

  2022 Proceedings of the ... annual International Symposium on Microarchitecture/Proceedings of the annual International Symposium on Microarchitecture conference-paper Engineering Advanced Memory and Neural Computing

  13

  citations
• Meta-learning spiking neural networks with surrogate gradient descent

  2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  38

  citations
• Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware

  2022 conference-paper Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

  9

  citations

8 results