The Cs connection type contains a computed change in weight term
dwt
, a previous change in weight term pdw
, and a change in
weight term that is used in aggregating weight change statistics over
time, dwt_agg
. The previous change in weight term enables
momentum-based learning to be performed.
The Cs connection specification type contains the following parameters:
float lrate
float momentum
momentum
parameter) of prior weight changes in the current weight
change term.
float decay
decay_fun
Cs_Simple_WtDecay
, and
Cs_WtElim_WtDecay
, which are just like their counterparts in the
Bp algorithm, to which you are referred for more details, see
section 14.1.2 Bp Connection Specifications.