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Răzvan Florian
Centrul de Cercetari Cognitive si Neurale,
Cluj-Napoca, România
Pagina web a instituției:
http://www.coneural.org/
Pagina web personală:
http://www.coneural.org/florian/
Trimite un email
Născut(ă) în
1977
Interese:
Neuroștiințe computaționale, reguli de învățare pentru rețele neuronale cu pulsuri
Detalii:
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.
Here is my ResearcherID: http://www.researcherid.com/rid/A-1033-2010
Publicații relevante:
• Razvan V. Florian. Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. Neural Computation, 19 (6), pp. 1468-1502, 2007.
• Răzvan V. Florian, Raul C. Mureșan. Phase precession and recession with STDP and anti-STDP. In S. Kollias et al. (ed.), Lecture Notes in Computer Science, 4131, pp. 718-727. Springer-Verlag, 2006.
• Răzvan V. Florian. Spiking neural controllers for pushing objects around. In S. Nolfi et al. (ed.), Lecture Notes in Artificial Intelligence, 4095, pp. 570-581. Springer-Verlag, 2006.
• Z. Neda, R. V. Florian, M. Ravasz, A. Libal, and G. Gyorgyi. Phase transition in an optimal clusterization model. Physica A, 362 (2), pp. 357-368, 2006.
• R. Florian, S. Galam. Optimizing conflicts in the formation of strategic alliances. European Physical Journal B, 16, pp. 189-194, 2000.
• Z. Neda, R. Florian, Y. Brechet. Reconsideration of continuum percolation of isotropically oriented sticks in three dimensions. Physical Review E, 59, pp. 3717-3720, 1999.
Publicații din baza de date ISI, indexate în 2002-2006, realizate în România:
• Neda, Z; Florian, R; Ravasz, M; Libal, A; Gyorgyi, G, Phase transition in an optimal clusterization model. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 362 (2), pp. 357-368, 2006.
• Florian, RV, Spiking neural controllers for pushing objects around. FROM ANIMALS TO ANIMATS 9, PROCEEDINGS. LECTURE NOTES IN COMPUTER SCIENCE, 4095, pp. 570-581, 2006.
• Florian, RV; Muresan, RC, Phase precession and recession with STDP and anti-STDP. ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 1. LECTURE NOTES IN COMPUTER SCIENCE, 4131, pp. 718-727, 2006.
• Florian, RV, Irreproducibility of the results of the Shanghai academic ranking of world universities. SCIENTOMETRICS, 72 (1), pp. 25-32, 2007.
• Florian, RV, Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. NEURAL COMPUTATION, 19 (6), pp. 1468-1502, 2007.
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