W4287180375

• 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
• Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response

  2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  13

  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
• 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

6 results