@article{multitimescaleconductancespikingnetworks, title = {Multi-Timescale Conductance Spiking Networks: A Sparse, Gradient-Trainable Framework with Rich Firing Dynamics for Enhanced Temporal Processing}, author = {Alex Fulleda-Garcia and Saray Soldado-Magraner and Josep Maria Margarit-Taulé}, year = {2026}, eprint = {2605.11835}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11835}, }