A temporal unary GEMM architecture performs exact low-precision matrix multiply with post-synthesis area and power reductions of up to 15x and 11x versus stochastic uGEMM, at the cost of data-dependent latency.
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tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI
A temporal unary GEMM architecture performs exact low-precision matrix multiply with post-synthesis area and power reductions of up to 15x and 11x versus stochastic uGEMM, at the cost of data-dependent latency.