PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Reference time in SpikeProp
Andre Gruning and Ioana Sporea
In: International Joint Conference on Neural Networks, Agusut 2011, International Joint Conference on Neural Networks.

Abstract

Although some studies have been done on the learning algorithm for spiking neural networks SpikeProp, little has been mentioned about the required input bias neuron that sets the reference time start. This paper examines the importance of the reference time in neural networks based on temporal encoding. The findings refute previous assumptions about the reference start time.

EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Theory & Algorithms
ID Code:9540
Deposited By:Andre Gruning
Deposited On:22 September 2012