Second order spiking perceptron and its applications

DOI10.1016/j.apm.2010.01.006zbMath1201.68106OpenAlexW2019322993MaRDI QIDQ611526

Yingchun Deng, Xu-yan Xiang

Publication date: 14 December 2010

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2010.01.006

zbMATH Keywords

second order statisticsintegrate-and-firelearning accuracy of variancenon-linear discriminationrenewal process input

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Learning and adaptive systems in artificial intelligence (68T05) Neural biology (92C20) Applications of renewal theory (reliability, demand theory, etc.) (60K10)

Cites Work

• Dynamics of sparsely connected networks of excitatory and inhibitory spiking neurons.
• Error-backpropagation in temporally encoded networks of spiking neurons
• Introduction to Theoretical Neurobiology

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