An all-digital MADDNESS DNN accelerator macro using a self-synchronous pipeline and 10T-SRAM lookup tables achieves 174 TOPS/W and 2.01 TOPS/mm2 in 22nm post-layout simulation.
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Lookup Table-based Multiplication-free All-digital DNN Accelerator Featuring Self-Synchronous Pipeline Accumulation
An all-digital MADDNESS DNN accelerator macro using a self-synchronous pipeline and 10T-SRAM lookup tables achieves 174 TOPS/W and 2.01 TOPS/mm2 in 22nm post-layout simulation.