On the Analytical Solution of Firing Time for SpikeProp

Error backpropagation in networks of spiking neurons (SpikeProp) shows promise for the supervised learning of temporal patterns. However, its widespread use is hindered by its computational load and occasional convergence failures. In this letter, we show that the neuronal firing time equation at th...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Neural computation 2016-11, Vol.28 (11), p.2461-2473
Hauptverfasser:	de Montigny, Simon, Mâsse, Benoît R
Format:	Artikel
Sprache:	eng
Schlagworte:	Back propagation Burning time Computation Convergence Learning Letters Mathematical analysis Mathematical functions Mathematical models Neurons Neurosciences
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!