Common activations and softmax are instances of a single input-conditioned Threshold Gating primitive with few branches, enabling lossless conversion and a unified analog implementation path.
PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory
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Rethinking Neural Nonlinearity as Gating
Common activations and softmax are instances of a single input-conditioned Threshold Gating primitive with few branches, enabling lossless conversion and a unified analog implementation path.