Sander Stuijk
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2026
Mega: A 22 nm Convolutional Spiking Neural Network Accelerator Achieving 0.375 pJ/SOP for Efficient Edge Vision
This paper introduces Mega, a digital architecture for Convolutional Spiking Neural Networks (SNNs) that addresses underutilization of parallelism and inflexibility in existing SNN accelerators through highly parallel acceleration of $3 imes 3$ convolutions, a unified data memory, and efficient spike map processing.
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