2 papers
cs.NE2026
Memory-Augmented Spiking Networks: Synergistic Integration of Complementary Mechanisms for Neuromorphic Vision
Effiong Blessing, Chiung-Yi Tseng, Isaac Nkrumah +1
Spiking Neural Networks (SNNs) provide biological plausibility and energy efficiency, yet systematic investigations of memory augmentation strategies remain limited. We conduct a f…
cs.LG2025
Modality-Dependent Memory Mechanisms in Cross-Modal Neuromorphic Computing
Effiong Blessing, Chiung-Yi Tseng, Somshubhra Roy +2
Memory-augmented spiking neural networks (SNNs) promise energy-efficient neuromorphic computing, yet their generalization across sensory modalities remains unexplored. We present t…