Original ResearchPublished 4 June 2026Exploring the spiking neural autoencoder: from hyperexcitability to noise-driven compensationMohammadreza Khodashenas · Daniel P. MartinsFrontiers in Systems Neurosciencedoi 10.3389/fnsys.2026.1788937