Exponential discretization of weights of neural network connections in pre-trained neural networks

no code implementations • 3 Feb 2020 • Magomed Yu. Malsagov, Emil M. Khayrov, Maria M. Pushkareva, Iakov M. Karandashev

We show that an exponential discretization is preferable to a linear discretization since it allows one to achieve the same accuracy when the number of bits is 1 or 2 less.