TY - GEN
T1 - On cellular neural network learning
AU - Vilasís-Cardona, Xavier
AU - Vinyoles-Serra, Mireia
PY - 2005
Y1 - 2005
N2 - We study the continous time two neuron CNN in the context of a supervised learning problem and extract the convergence map for constant inputs. From this result we can design a CNN cloning template for a classification problem. Some of the parameters of this cloning template play no effective role in the tesselation giving the convergence map. This gives some hints on how to set up a learning problem and solves the template composition problem for this case.
AB - We study the continous time two neuron CNN in the context of a supervised learning problem and extract the convergence map for constant inputs. From this result we can design a CNN cloning template for a classification problem. Some of the parameters of this cloning template play no effective role in the tesselation giving the convergence map. This gives some hints on how to set up a learning problem and solves the template composition problem for this case.
UR - http://www.scopus.com/inward/record.url?scp=33749077161&partnerID=8YFLogxK
U2 - 10.1109/ECCTD.2005.1522933
DO - 10.1109/ECCTD.2005.1522933
M3 - Conference contribution
AN - SCOPUS:33749077161
SN - 0780390660
SN - 9780780390669
T3 - Proceedings of the 2005 European Conference on Circuit Theory and Design
SP - 153
EP - 156
BT - Proceedings of the 2005 European Conference on Circuit Theory and Design
T2 - 2005 European Conference on Circuit Theory and Design
Y2 - 28 August 2005 through 2 September 2005
ER -