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Winograd Convolution for Deep Neural Networks: Efficient Point Selection
The choice of points impacts the numeric accuracy of the algorithm, but the optimal set of points for small convolutions remains unknown.
Low precision logarithmic number systems: Beyond base-2
Second, we show that low-precision LNS addition and subtraction can be implemented efficiently in logic rather than commonly used ROM lookup tables, the complexity of which can be reduced by an appropriate choice of base.
Numerical Analysis Numerical Analysis Signal Processing 65G50 C.m; G.0
