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most citedA&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Network

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cs.CV2025

I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks

Ruichen Ma, Liwei Meng, Guanchao Qiao +3

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 a…