Francesco Donnarumma
Via San Martino della Battaglia 44 - 00185 Rome - Italy
Profile
- cognitive modelling;
- cognitive robotics;
- Machine Learning and Neural Networks;
I am a Research Fellow at the Institute of Cognitive Sciences and Technologies (ISTC-CNR), in Rome. I got a degree in Physics (Cybernetics) at the University of Naples Federico II and a Ph.D. in Computer and Information Science at the Department of Mathematics of the University of Naples Federico II.
My research focuses on computational modelling of brain functions. Now, I am working on an architecture (a multi-purpose interpreter) based on Dynamical Neural Networks endowed with the concept of programmability in such a way to exhibit multiple behaviours and “fast“ switching among them. I am working on applications for cognitive robotic systems and studying its machine learning consequences.
Research
Check my publications here
Publications
Proceedings | |
| 2011 | |
Montone G., Donnarumma F., Prevete R. A Robotic scenario for programmable fixed-weight Neural Networks exhibiting multiple behaviors. In: ICANNGA 2011 - Adaptive and Natural Computing Algorithms,10th International Conference, ICANNGA 2011, Proceedings, Part I (Ljubljana, Slovenia, 14-16 April 2011). Proceedings, pp. 250 - 259. A. Dobnikar, U. Lotric, B. ter (eds.). (Lecture Notes in Computer Science, vol. 6593). Springer, 2011.    | |