Multiclass Classification by Adaptive Network of Dendritic Neurons with Binary Synapses Using Structural Plasticity

• Main Authors: Hussain, Shaista, Basu, Arindam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Structural plasticity; Active dendrite
• Online Access: https://hdl.handle.net/10356/81511; http://hdl.handle.net/10220/40847
• Institution: Nanyang Technological University

The development of power-efficient neuromorphic devices presents the challenge of designing spike pattern classification algorithms which can be implemented on low-precision hardware and can also achieve state-of-the-art performance. In our pursuit of meeting this challenge, we present a pattern cla...