Boosting the HONG network
AS Atukorale, T Downs, PN Suganthan - Neurocomputing, 2003 - Elsevier
This paper gives a brief description of a hierarchical architecture (HONG) that has been
described in Atukorale and Suganthan (Neurocomputing 35 (2000) 165). The learning …
described in Atukorale and Suganthan (Neurocomputing 35 (2000) 165). The learning …
Hierarchical overlapped growing neural gas networks with applications to video shot detection and motion characterization
X Cao, PN Suganthan - … on Neural Networks. IJCNN'02 (Cat …, 2002 - ieeexplore.ieee.org
This paper describes a hierarchical overlapped architecture (HOGNG) based upon the
growing neural gas (GNG) network. The proposed architecture combines the unsupervised …
growing neural gas (GNG) network. The proposed architecture combines the unsupervised …
On the performance of the HONG network for pattern classification
AS Atukorale, PN Suganthan… - Proceedings of the IEEE …, 2000 - ieeexplore.ieee.org
A neural network model called the hierarchical overlapped neural gas (HONG) network is
introduced and its performance on several datasets is described. In order to obtain improved …
introduced and its performance on several datasets is described. In order to obtain improved …
[PDF][PDF] Numeral Recognition Based on Hierarchical Overlapped Networks
AS Atukorale, PN Suganthan - Cognitive and Neural Models for Word … - researchgate.net
This paper describes our investigation into the neural gas (NG) algorithm and the
hierarchical overlapped network architecture (HONG), which has been built by retaining the …
hierarchical overlapped network architecture (HONG), which has been built by retaining the …
[PDF][PDF] Using labeled and unlabeled data for training
AS Atukorale, T Downs - 2001 - researchgate.net
This paper describes a hierarchical architecture constructed using the neural gas algorithm.
The learning algorithm used is a mixed unsupervised/supervised method with most of the …
The learning algorithm used is a mixed unsupervised/supervised method with most of the …
Improving the Performance of the HONG Network with Boosting
AS Atukorale, T Downs… - Proceedings of the 2002 …, 2002 - ieeexplore.ieee.org
This paper gives a brief description of a hierarchical architecture (HONG) that has been
described elsewhere. The learning algorithm it uses is a mixed unsupervised/supervised …
described elsewhere. The learning algorithm it uses is a mixed unsupervised/supervised …