NeurOptimisation: The Spiking Way to Evolve
arXiv
A neuromorphic optimisation framework using spike-driven heuristics on Lava NC evaluated on continous optimisation problems.
arXiv
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Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms
arXiv
This paper examines neuromorphic-based metaheuristics as low-power, low-latency alternatives to conventional optimisation.
arXiv
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NEVA: A Neuromorphic Evolutionary Algorithm
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.