A hybrid spiking neural network model for multivariate data classification and visualization.

• Main Authors: Ming, Leong Yii, Teh, Chee Siong, Chen, Chwen Jen
• Format: Proceeding
• Language: English
• Published: 2011
• Subjects: L Education (General); T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/9976/1/A%20hybrid.pdf; http://ir.unimas.my/id/eprint/9976/; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5999509&tag=1

This study proposes a hybrid model of Self-Organizing Map with modified adaptive coordinates (SOM-AC) and Spiking Neural Network (SNN) for multivariate spatial and temporal data visualization and classification. SOM is one of the most prominent unsupervised learning algorithms. Recently, many extens...