Publications

NeurOptimisation: The Spiking Way to Evolve

Cruz-Duarte, J.M. & Talbi, E-G.

arXiv

A neuromorphic optimisation framework using spike-driven heuristics on Lava NC evaluated on continous optimisation problems.
Neuromorphic Evolutionary Computing Spiking Neural Network Optimization

NEVA: A Neuromorphic Evolutionary Algorithm

Talbi, E. G., & Bouvier, N

International Conference on Optimization and Learning (OLA) 2025, Dubai, United Arab Emirates

NEVA, a neuromorphic evolutionary algorithm that integrates spiking neural networks with evolutionary computing for efficient, energy-aware metaheuristic optimization.
Neuromorphic Spiking Neural Network Evolutionary Computing Optimization