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Review Open access Aug 2026

A hardware-grounded energy taxonomy for comparing deep and Spiking Neural Network inference on edge platforms

A unified taxonomy that decomposes inference energy into seven contributions: computation Ecompute, memory access Ememory, internal state Estate, temporal processing Etemporal, activation Eactivation, static leakage Eleakage, and clock distribution Eclock is synthesized.

Mohamed El-Hafci, M. A. Sabri, A. Aarab · 0 citations

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