Peer-reviewed publications

SORN: a Self-Organizing Recurrent Neural Network,
A. Lazar, G. Pipa, and J. Triesch,
Frontiers in Computational Neuroscience, 3:23, 2009. [link]

Predictive Coding in Cortical Microcircuits,
A. Lazar, G. Pipa, and J. Triesch,
Proceedings of the 18th international conference on Artificial Neural Networks (ICANN '08), Part II, 386-395, 2008. [link]

Fading memory and time series prediction in recurrent networks with different forms of plasticity,
A. Lazar, G. Pipa ,and J. Triesch,
Neural Networks 20, 3, 312-322, 2007. [pdf]

Importance of electrophysiological signal features assessed by classification trees,
A. Lazar, R. Muresan, E. Stadtler, M. Munk, and G. Pipa,
Neurocomputing 70, 10-12,
2017-2021, 2007.

The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks,
A. Lazar, G. Pipa, and J. Triesch,
European Symposium on Artificial Neural Networks (ESANN '06), 647-652, 2006.

PhD Thesis, May 2010: Self-Organizing Recurrent Neural Networks [pdf]

SORN Toolbox

[zip]