Backpropagation through time: what it does and how to do it

• 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 biologically plausible recurrent spiking architecture for modeling nonlinear dynamic mechanical systems

  2026 Computer Methods in Applied Mechanics and Engineering article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization

  2025 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

  0

  citations
• End-to-End Speech Recognition: A Survey

  2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

  215

  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
• Physics-informed neural networks for electrode-level state estimation in lithium-ion batteries

  2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research cited by 6 patents

  149

  citations
• Stacked recurrent neural network for botnet detection in smart homes

  2021 Computers & Electrical Engineering article Computer Science Network Security and Intrusion Detection

  61

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access

  58

  citations
• Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks

  2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent

  249

  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

11 results