SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks

• 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 Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity

  2025 conference-paper Computer Science Neural Networks and Applications

  0

  citations
• Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors

  2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

  14

  citations
• Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis

  2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

  12

  citations
• Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control

  2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Engineering Muscle activation and electromyography studies

  11

  citations
• Statistical temporal pattern extraction by neuronal architecture

  2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

  1

  citations
• Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics

  2023 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

  23

  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
• The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

  2020 PLoS Computational Biology article Computer Science Neural Networks and Applications Open access

  11

  citations

10 results