Learning Working Memory in Recurrent Spiking Neural Networks Using Heterogeneous Delays

Laurent U Perrinet

April 2026 Computational Neuroscience, NeuroAI & Machine Learning

Type

Conference paper

Publication

Proceedings of the Austrian Symposium on AI, Robotics and Vision

See the accompanying code: https://github.com/SpikeAI/MNESIS
The code and results at the time of the presentation is accessible in this commit
see a follow-up:
Laurent U Perrinet (2026). Working Memory in Recurrent Spiking Neural Networks Using Heterogeneous Synaptic Delays. Seminar at CerCo.
Cite Slides URL
A follow-up paper:
Laurent U Perrinet (2026). Working Memory with Polychronous Chains. arXiv preprint arXiv:2604.14096.
Cite DOI Code URL arXiv

Neuromorphic-Computing Spiking-Neural-Networks