234 citations · 639 across the 28 of their papers we have counts for
Showing cs.NEShow all
2 papers · 1 filter
cs.NE2019
A Universal Approximation Result for Difference of log-sum-exp Neural Networks
Giuseppe C. Calafiore, Stephane Gaubert, Member +1
We show that a neural network whose output is obtained as the difference of the outputs of two feedforward networks with exponential activation function in the hidden layer and log…
cs.NE2018
Log-sum-exp neural networks and posynomial models for convex and log-log-convex data
Giuseppe C. Calafiore, Stephane Gaubert, Corrado Possieri
We show in this paper that a one-layer feedforward neural network with exponential activation functions in the inner layer and logarithmic activation in the output neuron is an uni…