2026
I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks
AAAI 2026technical
Spiking neural networks (SNNs) promise highly energy-efficient computing, but their adoption is hindered by a critical scarcity of event-stream data. This work introduces I2E, an algorithmic framework that resolves this bottleneck by converting static images into high-fidelity event streams. By simu