SLAYER: Spike Layer Error Reassignment in Time

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

  2025 conference-paper Computer Science Neural Networks and Applications

  0

  citations
• Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

  4

  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
• 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
• Embedded Devices for Neuromorphic Time-Series Assessment

  2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

  667

  citations
• 2022 roadmap on neuromorphic computing and engineering

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

  0

  citations

8 results