Reconfigurable low-voltage low-power neuron cell for self-organizing maps

• Main Author: Li, Ren Shi.
• Other Authors: Chang Chip Hong
• Format: Final Year Project
• Language: English
• Published: 2009
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Integrated circuits
• Online Access: http://hdl.handle.net/10356/18425
• Institution: Nanyang Technological University

Self-Organizing Map (SOM), one type of Artificial Neural Networks (ANN), has wide application in pattern recognition, data clustering, and image processing. The cells in the network respond to various input patterns through competitive learning. The learning process involves complex non-linear mathe...