Pandey, V. et al. 2026. A Unified Review of Advanced Paradigms in Spiking Neural Networks From Efficiency and Latency to Novel Architecture and Robustness. DMPedia Lecture Notes in Multidisciplinary Research. IMPACT26 (Mar. 2026), 539–544. DOI:https://doi.org/10.65890/dmp.lnmr.IMPACT26.96.