After that we add a bias and apply nonlinearity to obtain a feature map m i ∈ R l−k+1 .
the j-th element of m i is given by: where C k [ * , j : j + k − 1] is the j-to-(j + k − 1)-th column of C i and A, B = Tr(AB T ) is the Frobenius inner product.