Alessandro Villa
Coordonnées
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Professeur ordinaire
Département des systèmes d'information Contact Alessandro.Villa@unil.ch Internef, bureau 138.1 Tél 021.692.35.94 Adresse postale Université de Lausanne Quartier UNIL-Chamberonne Bâtiment Internef 1015 Lausanne |
Enseignements
master Neuro Economie Formations concernées Maîtrise universitaire ès Sciences en management, Orientation stratégie, organisation et leadership Maîtrise universitaire ès Sciences en management, Orientation comportement, économie et évolution Maîtrise universitaire ès Sciences en management, Orientation marketing Maîtrise universitaire ès Sciences en management, Orientation business analytics |
Assistants
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Manon Jaquerod
manon.jaquerod@unil.ch page personnelle |
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Mark McCormick
mark.mccormick@unil.ch |
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Publications
99 dernières publications
: Revue avec comité de lecture
2017
2016
Cabessa J. , Villa A.E.P. (2016). Expressive power of first-order recurrent neural networks determined by their attractor dynamics. Journal of Computer and System Sciences, 82, 1232-1250. ![]() | |
Masulli Paolo , Villa Alessandro E. P. (2016). The topology of the directed clique complex as a network invariant. SpringerPlus, 5, 388. ![]() | |
2015
Cabessa J. , Villa A.E.P. (2015, Jan). On Super-Turing Neural Computation. Advances in Cognitive Neurodynamics (IV), 4 (pp. 307-312). Springer Netherlands. ![]() | |
Cabessa J. , Villa A.E.P. (2015, Jan). Recurrent Neural Networks and Super-Turing Interactive Computation. Artificial Neural Networks, 4 (pp. 1-29). Springer International Publishing. ![]() | |
Malagarriga D., Villa A.E.P., Garcia-Ojalvo J. ; Pons A.J. (2015). Mesoscopic Segregation of Excitation and Inhibition in a Brain Network Model. PLOS Computational Biology, 11, e1004007. ![]() | |
Mesrobian S. K., Villa A. E.P. (Dir.) (2015). Does working memory training affect decision making ? : a neuroeconomic study. Université de Lausanne, Faculté de biologie et médecine. | |
Villa A.E.P., Lintas A. ; Cabessa J. (2015, Jan). Neural Dynamics Associated to Preferred Firing Sequences. Advances in Cognitive Neurodynamics (IV), 4 (pp. 597-604). Springer Netherlands. ![]() | |
2014
Cabessa J. , Villa A.E.P. (2014). An Attractor-Based Complexity Measurement for Boolean Recurrent Neural Networks. PLoS ONE, 9, e94204. ![]() | |
2013
Lintas A., Schwaller B. ; Villa A.E.P. (2013, Nov). Visual thalamocortical circuits in parvalbumin-deficient mice. Brain Research, 1536 (pp. 107-118). Elsevier BV. ![]() | |
Villa A.E.P., Sacerdote L. ; Sirovich R. (2013). Cooperative behavior in a jump diffusion model for a simple network of spiking neurons. Mathematical Biosciences and Engineering, 11, 385-401. ![]() | |
2012
Asai Y. , Villa A.E.P. (2012). Integration and transmission of distributed deterministic neural activity in feed-forward networks. Brain Research, 1434, 17-33. ![]() | |
Cabessa J. , Villa A. E. P. (2012). The expressive power of analog recurrent neural networks on infinite input streams. Theoretical Computer Science, 436, 23-34. ![]() | |
Lintas A., Silkis I.G., Albéri L. ; Villa A.E.P. (2012). Dopamine deficiency increases synchronized activity in the rat subthalamic nucleus. Brain Research, 1434, 142-151. ![]() | |
Shaposhnyk V. , Villa A.E.P. (2012). Reciprocal projections in hierarchically organized evolvable neural circuits affect EEG-like signals. Brain Research, 1434, 266-276. ![]() | |
2011
2010
Cabessa J. , Villa A. E. P. (2010). A hierarchical classification of first-order recurrent neural networks. Lecture Notes in Computer Science, 6031, 142-153. ![]() | |
Cabessa J. , Villa A.E.P. (2010). A Hierarchical Classification of First-Order Recurrent Neural Networks. Chinese Journal of Physiology, 53, 407-416. ![]() | |
Gollo L.L., Mirasso C. ; Villa A.E.P. (2010). Dynamic control for synchronization of separated cortical areas through thalamic relay. NeuroImage, 52, 947-955. ![]() | |
Iglesias J. , Villa A.E. (2010). Recurrent spatiotemporal firing patterns in large spiking neural networks with ontogenetic and epigenetic processes. Journal of physiology, Paris, 104, 137-146. ![]() | |
Iglesias J. , Villa A.E.P. (2010, Juin). Extending existing applications functionality through OpenAdap.net. 2010 IEEE International Technology Management Conference (ICE). IEEE. ![]() | |
Villa A. E. P. , Tetko I. V. (2010). Cross-frequency coupling in mesiotemporal EEG recordings of epileptic patients. Journal of Physiology - Paris, 104, 197-202. ![]() | |
2009
2008
Asai Y., Guha A. ; Villa A. E. P. (2008). Deterministic neural dynamics transmitted through neural networks. Neural Networks, 21, 799-809. ![]() | |
Asai Y. , Villa A. E. P. (2008). Reconstruction of underlying nonlinear deterministic dynamics embedded in noisy spike trains. Journal of Biological Physics, 34, 325-340. ![]() | |
Asai Y. , Villa A. E. P. (2008). Effect of the background activity on the reconstruction of spike train by spike pattern detection. Lecture Notes in Computer Science, 5164, 607-616. ![]() | |
Chibirova O., Iglesias J., Shaposhnyk V. ; Villa A. E. P. (2008). Dynamics of firing patterns in evolvable hierarchically organized neural networks. Lecture Notes in Computer Science, 5216, 296-307. ![]() | |
Iglesias J., Garcá-Ojalvo J. ; Villa A. E. P. (2008). Effect of feedback strength in coupled spiking neural networks. Lecture Notes in Computer Science, 5164, 646-654. ![]() | |
2007
Aksenova T. I., Volkovych V. V. ; Villa A. E. (2007). Detection of spectral instability in EEG recordings during the preictal period. Journal of Neural Engineering, 4, 173-178. ![]() | |
Asai Y., Yokoi T. ; Villa A. E. P. (2007). Deterministic nonlinear spike train filtered by spiking neuron model. Lecture Notes in Computer Science, 4668, 924-933. ![]() | |
Iglesias J. , Villa A. E. P. (2007). Effect of stimulus-driven pruning on the detection of spatiotemporal patterns of activity in large neural networks. BioSystems, 89, 287-293. ![]() | |
Turova T. S. , Villa A. E. P. (2007). On a phase diagram for random neural networks with embedded spike timing dependent plasticity. BioSystems, 89, 280-286. ![]() | |
Villa A. E. P., Asai Y. ; Segundo J. P. (2007). Influence of the temporal distribution of electric pulses on transcallosal single unit responses. BioSystems, 89, 143-153. ![]() | |
Villa A. E. P. , Iglesias J. (2007). OpenAdap.net: Evolvable information processing environment. Lecture Notes in Artificial Intelligence, 4578, 227-236. ![]() | |
Villa A., Iglesias J. ; Ghernaouti-Hélie S. (2007, Oct). Knowledge Sharing by means of OpenAdap.net. Proceedings of 2nd Workshop IST_Africa - Supporting Research Engagement with Africa. ![]() | |
Villa A., Iglesias J. ; Ghernaouti-Hélie S. (2007, Sep). OpenAdap.net - A socialware for knowledge sharing. Proceedings of International Conference on Internet Technologies and Applications (ITA). ![]() | |
2006
Asai Y., Yokoi T. ; Villa A. E. P. (2006). Detection of a dynamical system attractor from spike train analysis. Lecture Notes in Computer Science, 4131, 623-631. ![]() | |
Eriksson J. L. , Villa A. E. P. (2006). Learning of auditory equivalence classes for vowels by rats. Behavioural Processes, 73, 348-359. ![]() | |
Iglesias J. , Villa A. E. P. (2006). Neuronal cell death and synaptic pruning driven by spike-timing dependent plasticity. Lecture Notes in Computer Science, 4131, 953-962. ![]() | |
Villa A.E.P., Iglesias J. ; Ghernaouti-Hélie S. (2006, Oct). OpenAdap.net: a collaborative sharing environment. Proceedings of E-Challenges 2006. ![]() | |
Villa A.E.P., Iglesias J. ; Ghernaouti-Hélie S. (2006, Mai). OpenAdap.Net: a technical perspective. Proceedings Workshop IST_Africa - Supporting Research Engagement with Africa (IST-Africa 2006). ![]() | |
2005
Aksenova T.I., Volkovich V.V. ; Villa A.E.P. (2005). Anticipated Detection of Epilepsy Seizure Onset with a Novel Online Disharmony Index. Epilepsia, 46, Suppl. 6, 380. | |
Eriksson J.L. , Villa A.E.P. (2005). Event-related potentials in an auditory oddball situation in the rat. BioSystems, 79, 207-212. ![]() | |
Iglesias J., Eriksson J., Grize F., Tomassini M. ; Villa A. (2005). Dynamics of pruning in simulated large-scale spiking neural networks. Biosystems, 79, 11 - 20. ![]() | |
Iglesias J., Eriksson J., Pardo B., Tomassini M. ; Villa A. (2005, Jan). Stimulus-driven unsupervised synaptic pruning in large neural networks. Proceedings of BV & Ai, 3704 (pp. 59 - 68). Springer. ![]() | |
2004
Toores O., Eriksson J., Moreno J.M. ; Villa A.E.P. (2004). Hardware optimization and serial implementation of a novel spiking neuron model for the POEtic tissue. BioSystems, 76, 201-208. | |
Mots-clés
- développement de plateformes informatiques
- neuroscience
- prise de décision
- systèmes d'information (7)