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Răzvan Florian

I am currently studying new learning rules for spiking neural networks. Their purpose is understanding how neurons learn in the brain, facilitating the training of artificial spiking neural networks in order to model brain function, and facilitating the use of spiking neural networks in machine learning and artificial intelligence, including robotics.In a broader context, I am interested by computational embodied neuroscience, an interdisciplinary domain that bridges biologically-inspired robotics and artificial intelligence, evolutionary / developmental / epigenetic robotics, artificial life, and computational neuroscience.

Romanian Institute of Science and Technology, Cluj-Napoca, Romania.

E-mail: trimite un mesaj.

Pagina web a instituţiei: http://www.rist.ro/
Pagina web personala: http://www.coneural.org/florian/

Urmareste linkul ResearcherID pentru toate articolele cercetatorului: A-1033-2010. Tabelul detaliat al articolelor este in josul paginii.

Nascut(a) in: 1977

Interese: Neuroştiinţe computaţionale, reguli de învãţare pentru reţele neuronale cu pulsuri

Publicații selectate:

* R. V. Florian, Aggregating post-publication peer reviews and ratings, Frontiers in Computational Neuroscience, 6, 2012.

* R. V. Florian, The chronotron: a neuron that learns to fire temporally-precise spike patterns, PLoS ONE, 7 (8), 2012.

* R. V. Florian, Challenges for interactivist-constructivist robotics, New Ideas in Psychology, 28 (3), 2010.

* Razvan V. Florian, Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity, Neural Computation, 19 (6), 2007.

* Rãzvan V. Florian, Raul C. Mureşan, Phase precession and recession with STDP and anti-STDP, Springer-Verlag, S. Kollias et al., Lecture Notes in Computer Science, 4131, 2006.

* Rãzvan V. Florian, Spiking neural controllers for pushing objects around, Springer-Verlag, S. Nolfi et al., Lecture Notes in Artificial Intelligence, 4095, 2006.

* Z. Neda, R. V. Florian, M. Ravasz, A. Libal, and G. Gyorgyi, Phase transition in an optimal clusterization model, Physica A, 362 (2), 2006.

* Z. Neda, R. Florian, Y. Brechet, Reconsideration of continuum percolation of isotropically oriented sticks in three dimensions, Physical Review E, 59, 1999.

* R. Florian, S. Galam, Optimizing conflicts in the formation of strategic alliances, European Physical Journal B, 16, 2000.

Mai jos este tabelul ResearcherID/A-1033-2010 pentru toate articolele cercetatorului Răzvan Florian: