Changing the DenseAM kernel from the standard Gaussian kernel to the KDE-optimal Epanechnikov kernel results in 1) exponential capacity without the exponential and 2) meaningful, emergent memories.

we propose a continuous hopfield network with exponential capacity and analyze dynamical characteristics in an analytical framework