module Ann_random:Random generation of the network's weightssig
..end
val random_weights : Ann_topology.nn_topology -> float array
random_weights nn
returns a vector of randomly chosen weights
for the network described in nn
.
The weight of a given network's connection is randomly
chosen from a gaussian distribution of standard deviation sigma= sqrt(d)
,
where d
is the size of the layer at the 'input' side of the connection
(see [Bishop96], section 7.4, p. 260)