Learning spike time codes through supervised and unsupervised structural plasticity

• Main Author: Roy, Subhrajit
• Other Authors: Arindam Basu
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/67327
• Institution: Nanyang Technological University

Large-scale spiking neural networks (SNN) are typically implemented on the chip by using mixed analog-digital circuits. While the models of the network components (neurons, synapses, and dendrites) are implemented by analog VLSI techniques, the connectivity information of the network is stored in an...