publications

2025

  1. A Complete Pipeline for Deploying SNNs with Synaptic Delays on Loihi 2
    Balazs Meszaros, James C. Knight, Jonathan Timcheck, and 1 more author
    In Proceedings of the International Conference on Neuromorphic Systems, 2025
    DOI
  2. Efficient event-based delay learning in spiking neural networks
    Balázs Mészáros, James C Knight, and Thomas Nowotny
    Nature Communications, 2025
    DOI
  3. Space as Time Through Neuron Position Learning
    Balázs Mészáros, James C Knight, Danyal Akarca, and 1 more author
    arXiv preprint arXiv:2511.01632, 2025
  4. Spiking neural network models of interaural time difference extraction via a massively collaborative process
    Marcus Ghosh, Karim G Habashy, Francesco De Santis, and 8 more authors
    ENeuro, 2025
    DOI
  5. Eventprop training for efficient neuromorphic applications
    Thomas Shoesmith, James C. Knight, Balazs Meszaros, and 2 more authors
    In 2025 Neuro Inspired Computational Elements (NICE), 2025
    DOI

2024

  1. Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks
    Balázs Mészáros, James C Knight, and Thomas Nowotny
    Frontiers in Computational Neuroscience, 2024
    DOI

2022

  1. Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness
    Dávid Szeghy, Mahmoud Aslan, Áron Fóthi, and 3 more authors
    In Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022
    DOI