Jenia (Evgueni) Jitsev

Affiliations: 
Cortical Networks Max-Planck-Institute for Neurological Research, Jupiter, FL, United States 
Area:
Computational Neuroscience, Synaptic Plasticity, Intrinsic Plasticity, Cortical Microcircuits, Self-Organizing Neuronal Networks, Learning, Memory, Sleep, Memory Replay, Off-line Memory Reprocessing, Visual Cortex, Face Processing, Basal Ganglia
Website:
http://www.nf.mpg.de/cv/jenia-jitsev.html
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Publications

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Jitsev J. (2014) Self-generated off-line memory reprocessing strongly improves generalization in a hierarchical recurrent neural network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8681: 659-666
Jitsev J, Morrison A, Tittgemeyer M. (2012) Learning from positive and negative rewards in a spiking neural network model of basal ganglia Proceedings of the International Joint Conference On Neural Networks
Gorbach NS, Siep S, Jitsev J, et al. (2012) Information-theoretic connectivity-based cortex parcellation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7263: 186-193
Jitsev J, Abraham N, Morrison A, et al. (2012) Learning from delayed reward und punishment in a spiking neural network model of basal ganglia with opposing D1/D2 plasticity Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7552: 459-466
Gorbach NS, Schütte C, Melzer C, et al. (2011) Hierarchical information-based clustering for connectivity-based cortex parcellation. Frontiers in Neuroinformatics. 5: 18
Sato YD, Jitsev J, Bornschein J, et al. (2011) A Gabor wavelet pyramid-based object detection algorithm Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6676: 232-240
Sato YD, Jitsev J, Burwick T, et al. (2010) Dynamic link models for global decision making with binding-by-synchrony Proceedings - 2010 2nd World Congress On Nature and Biologically Inspired Computing, Nabic 2010. 201-208
Jitsev J, Von Der Malsburg C. (2010) Off-line memory reprocessing following on-line unsupervised learning strongly improves recognition performance in a hierarchical visual memory Proceedings of the International Joint Conference On Neural Networks
Sato YD, Jitsev J, Von Der Malsburg C. (2010) Visual object detection by specifying the scale and rotation transformations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6444: 616-624
Jitsev J, von der Malsburg C. (2009) Experience-driven formation of parts-based representations in a model of layered visual memory. Frontiers in Computational Neuroscience. 3: 15
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