email: Ioana.Marian@rdslink.ro
- Research Interests:
- Cortical computation,
Sensorimotor control and development,
Pulsed neural network simulation,
Epigenetic robotics, Imitation learning, Computational linguistics, Modeling of language acquisition. - Research projects:
- Cortical Software Re-Use - A Dynamical Systems Approach to Large-Scale Cortical Computation.
- Software:
- SpikeNNS - a pulsed neural networks simulator
- Publications
-
2003
Marian, I. (2003). A biologically inspired computational model of motor control development. MSc Thesis, Department of Computer Science, University College Dublin, Ireland.
Marian, I., Reilly, R.G. and Connolly, C. Concepts for efficient event-driven simulation of spike processing neural networks. In preparation.
2002
Reilly, R.G., Marian, I. (2002). Cortical Software Re-Use: A Computational Principle for Cognitive Development in Robots. Proceedings of ICDL 2002. MIT Press. (pdf)
Marian, I., Reilly, R.G. and Mackey, D. (2002) Efficient event-driven simulation for spiking neural networks. Proceedings of 3rd WSES International Conference on: Neural Networks and Applications. Interlaken, Switzerland, February 2002. (pdf)
2001
Reilly, R.G. and Marian, I. (2001) A spiking neural model for visuo-motor imitation. Proceedings of International Symposium on Neural control of space coding and action production. Lyon, France, March 2001.
Marian, I. and Reilly, R.G. (2001) SpikeSNNS - a simulator for spike processing networks. Proceedings of 12th DAAAM International Symposium on Intelligent Manufacturing & Automation: Focus on Precision Engineering, B. Katalinic (Ed.). DAAAM International, Jena, Germany, October 2001.
Marian, I. and Reilly, R.G. (2001) Self-organization of neurons coding directional selectivity in motor cortex. Proceedings of 12th Irish Conference on Artificial Intelligence and Cognitive Science (AICS), D. O'Donoghue (Ed.). NUI Maynooth, Ireland, September 2001, pp. 253-264.