Full papers

Keck*, C., Savin*, C. and Luecke, J. Input normalization and synaptic scaling - two sides of the same coin?, PLoS Comput Biol 8: e1002432, 2012. [link] [pdf]

Savin, C., Dayan, P. and Lengyel, M. Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories, in Proc NIPS 2011. [pdf] [suppl]

Savin, C., Joshi, P. and Triesch, J. Independent component analysis with spiking neurons, Plos Comp. Biol. March 2010 6(4), 2010:e1000757. [link] [pdf]

Gerhard, F., Savin, C. and Triesch, J. A robust biologically plausible implementation of ICA-like learning, ESANN, 2009.[pdf]

Savin, C., Triesch, J. and Meyer-Hermann, M. Epileptogenesis due to glia-mediated synaptic scaling, Journal of the Royal Society Interface, 2009. [link] [pdf]

Muresan, R.C., Savin, C. Resonance or integration? Self-sustained dynamics and homeostasis of neural microcircuits, Journal of Neurophysiology, 2007. [link]

Savin, C., Ignat, I., Muresan, R.C. Heterogeneous networks of spiking neurons: self-sustained activity and excitability, 2nd IEEE Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, 2006.

 

Abstracts

Savin, C., Dayan, P. and Lengyel, M. Circuit- and systems-level contributions to successful memory retrieval in the hippocampus, MBI workshop 'Cognitive Neuroscience', 2012.

Savin, C., Berkes, P., Fiser, J. and Lengyel, M., Similarity between spontaneous and sensory-evoked activity does suggest learning in the cortex, SfN, 2012. [abstract]

Fiser, J., Savin, C., Berkes, P., Chiu, C. and Lengyel, M., Visual experience drives the increase in similarity between spontaneous and stimulus evoked activity in V1, SfN, 2012. [abstract]

Savin, C., Berkes, P., Chiu,C., Fiser*, J. and Lengyel*, M., 'Similarity between spontaneous and sensory-evoked activity does suggest learning in the cortex', Sensory Coding and Natural Environment, 2012.

Savin, C., Learning sensory representations from rate or temporally encoded inputs, Sensory Coding and Natural Environment, 2012.

Savin, C., Dayan, P. and Lengyel, M. Circuit- and systems-level contributions to successful memory retrieval in the hippocampus, Cosyne, 2012.

Savin, C., Dayan, P. and Lengyel, M. Recalling palimpsest memories: from single synapses to behavior, Workshop on Learning and Plasticity, Marseille, 2011.

Savin, C., Dayan, P. and Lengyel, M. Optimal retrieval with metaplastic synapses: predicting functional adaptations in CA3, EBBS Meeting Seville, 2011. [poster]

Savin, C. and Lengyel, M. Optimal storage and recall with biologically plausible synapses, Cosyne, 2011. [poster]

Keck, C., Savin, C. and Luecke, J., Input normalization and synaptic scaling - two faces of the same coin, Cosyne, February 2011.

Savin, C. and Triesch, J. Structural plasticity improves stimulus encoding in a working memory model, Cosyne, 2010.

Savin, C. and Triesch, J. A recurrent network acquires working memory properties by reward-dependent STDP, MSRL, 2009.

Savin, C., Triesch, J. Developing a working memory with reward-modulated STDP, Cosyne, 2009. [link]

Savin, C. and Triesch, J. ICA with spiking neurons, In Proc. Lemanic Neurosciences Annual Meeting, Switzerland, September 2008. [poster]

Savin, C. and Triesch, J. ICA with spiking neurons?, Cosyne, February 2008. [poster]

Savin, C., Triesch, J. and Meyer-Hermann, M. A computational model of glia-mediated seizure induction,In Proc. Workshop on Seizure Prediction, Freiburg, 2007 [poster]

Savin, C., Triesch, J. and Meyer-Hermann, M., Seizure induction by glia-mediated synaptic scaling, Cosyne, Salt Lake City, USA, February 2007. [abstract]

Savin, C., Ignat, I., Muresan, R.C. Resonance as an effective mechanism of dynamical stability in large microcircuits of spiking neurons, CNS, 2006. [abstract]

 

Theses

Savin, C. Homeostatic plasticity - computational and clinical implications, PhD thesis, 2010. [pdf]

Savin, C. Heterogeneous networks of spiking neurons, Dipl. Eng. thesis, 2006.

 

Previous research

Potolea, R.,Vidrighin, C., Savin, C. ‘A hybrid algorithm for medical diagnosis’, the IEEE Region 8 Eurocon Conference, Warsaw, Poland, September 2007.

Vidrighin, C., Savin, C., Potolea, R. ‘ProICET - A cost-sensitive system for the medical domain’, ICNC07-FSKD07, Haikou, China, August 2007.

Baruch, Z., Savin, C. Reconfigurable content addressable memory’, 8th IEEE International Conference on Intelligent Engineering Systems, Cluj Napoca, Romania, September, 2004. 

 

*equal contributions

**Note that preprints may differ to some extent from the final published version.

Last modified: 20 December 2012