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RESEARCH · CL_06861 · Apr 28 · 04:00

Ternary neural networks offer theoretical expressivity comparable to standard NNs

Researchers have theoretically analyzed the expressivity of ternary neural networks, which use parameters restricted to {-1, 0, +1}. The study focuses on regression networks with ReLU activation functions, proving that …