Dynamical synaptic plasticity: a model and connection to some experiments. - A. Whitehead; Mikhail I. Rabinovich; Ramón Huerta; Valentin P. Zhigulin; Henry D. I. Abarbanel (Biol. Cybern., 2003)

An important role of spike timing dependent synaptic plasticity in the formation of synchronized neural ensembles. - Valentin P. Zhigulin; Mikhail I. Rabinovich (Neurocomputing, 2004)

Representing Part-Whole Relationships in Recurrent Neural Networks. - Viren Jain; Valentin P. Zhigulin; H. Sebastian Seung (NIPS, 2005)

Supervised Learning of Image Restoration with Convolutional Networks. - Viren Jain; Joseph F. Murray; Fabian Roth; Srinivas C. Turaga; Valentin P. Zhigulin; Kevin L. Briggman; Moritz Helmstaedter; Winfried Denk; H. Sebastian Seung (ICCV, 2007)