TY - GEN
T1 - On the mapping capacity of feed forward neural networks
AU - WEI, Gang
AU - KWONG, Sam
AU - MAN, K. F.
PY - 1995
Y1 - 1995
N2 - This paper addresses the mapping capacity of feed forward neural networks (FFNNs). We have proposed a new condition of the activation function for FFNNs to be capable of approximating any continuous maps defined on Rn. Based the result, we have constructed several FFNN based nonlinear predictors for speech signals, and studied their performances.
AB - This paper addresses the mapping capacity of feed forward neural networks (FFNNs). We have proposed a new condition of the activation function for FFNNs to be capable of approximating any continuous maps defined on Rn. Based the result, we have constructed several FFNN based nonlinear predictors for speech signals, and studied their performances.
UR - http://www.scopus.com/inward/record.url?scp=0029487611&partnerID=8YFLogxK
U2 - 10.1109/ICSMC.1995.537804
DO - 10.1109/ICSMC.1995.537804
M3 - Conference paper (refereed)
AN - SCOPUS:0029487611
SN - 0780325591
VL - 1
T3 - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
SP - 468
EP - 471
BT - Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics
PB - IEEE
T2 - 1995 IEEE International Conference on Systems, Man and Cybernetics
Y2 - 22 October 1995 through 25 October 1995
ER -