A Biologically Plausible Supervised Learning Method for Spiking Neurons with Real-world Applications

Learning is central to infusing intelligence to any biologically inspired system. This study introduces a novel Cross-Correlated Delay Shift (CCDS) learning method for spiking neurons with the ability to learn and reproduce arbitrary spike patterns in a supervised fashion with applicability tospatio...

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Bibliographic Details
Main Author: Guo, Lilin
Format: Others
Published: FIU Digital Commons 2016
Subjects:
Online Access:http://digitalcommons.fiu.edu/etd/2982
http://digitalcommons.fiu.edu/cgi/viewcontent.cgi?article=4001&context=etd