Alessandro E. P. Villa

97 papers B 8C 8Misc 1Journal 27Unranked 40
YearRankTypeTitle / Venue / Authors
2026 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part I
ICANN (1)
Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio
2026 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part II
ICANN (2)
Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio
2026 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part III
ICANN (3)
Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio
2026 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part IV
ICANN (4)
Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio
2026 — ed.
Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part V
ICANN (5)
Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor K. Jirsa, Yoshua Bengio
2025 B conf
Attractor Regimes of Boolean Recurrent Neural Networks subject to STDP and Global Plasticity.
IJCNN
Jérémie Cabessa, Alessandro E. P. Villa
2025 — conf
Shaping Attractor Landscapes in Boolean Liquid State Machines via STDP and Global Plasticity.
ICANN (5)
Jérémie Cabessa, Alessandro E. P. Villa
2023 J jnl
Editorial: Selected papers from the 14th international neural coding workshop, Seattle, Washington.
Biosyst.
Chris Christodoulou, Giuseppe D'Onofrio, Michael Stiber, Alessandro E. P. Villa
2023 J jnl
On the semantics of ecoacoustic codes.
Biosyst.
Almo Farina, Alessandro E. P. Villa
2020 J jnl
Fuzzy Clustering for Exploratory Analysis of EEG Event-Related Potentials.
IEEE Trans. Fuzzy Syst.
Paolo Masulli, Francesco Masulli, Stefano Rovetta, Alessandra Lintas, Alessandro E. P. Villa
2019 B conf
A Memory-Based STDP Rule for Stable Attractor Dynamics in Boolean Recurrent Neural Networks.
IJCNN
Jérémie Cabessa, Alessandro E. P. Villa
2019 — conf
LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process.
ICANN (Workshop)
Mark McCormick, Alessandro E. P. Villa
2018 — conf
An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network.
ICANN (3)
Jérémie Cabessa, Alessandro E. P. Villa
2018 — conf
Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit.
ICANN (2)
Alessandra Lintas, Takeshi Abe, Alessandro E. P. Villa, Yoshiyuki Asai
2017 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part I
ICANN (1)
Alessandra Lintas, Stefano Rovetta, Paul F. M. J. Verschure, Alessandro E. P. Villa
2017 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II
ICANN (2)
Alessandra Lintas, Stefano Rovetta, Paul F. M. J. Verschure, Alessandro E. P. Villa
2017 — conf
Event Related Potentials Reveal Fairness in Willingness-to-share.
ICANN (1)
Alessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa
2017 — conf
Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure.
ICANN (1)
Jérémie Cabessa, Alessandro E. P. Villa
2017 — conf
Weighted Clique Analysis Reveals Hierarchical Neuronal Network Dynamics.
ICANN (1)
Paolo Masulli, Alessandro E. P. Villa
2016 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2016 - 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part I
ICANN (1)
Alessandro E. P. Villa, Paolo Masulli, Antonio Javier Pons Rivero
2016 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2016 - 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II
ICANN (2)
Alessandro E. P. Villa, Paolo Masulli, Antonio Javier Pons Rivero
2016 — conf
Attractor Dynamics Driven by Interactivity in Boolean Recurrent Neural Networks.
ICANN (1)
Jérémie Cabessa, Alessandro E. P. Villa
2016 B conf
Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network.
IJCNN
Jérémie Cabessa, Alessandro E. P. Villa
2016 — conf
Dynamics of Evolving Feed-Forward Neural Networks and Their Topological Invariants.
ICANN (1)
Paolo Masulli, Alessandro E. P. Villa
2016 J jnl
Expressive power of first-order recurrent neural networks determined by their attractor dynamics.
J. Comput. Syst. Sci.
Jérémie Cabessa, Alessandro E. P. Villa
2016 — conf
Unsupervised Analysis of Event-Related Potentials (ERPs) During an Emotional Go/NoGo Task.
WILF
Paolo Masulli, Francesco Masulli, Stefano Rovetta, Alessandra Lintas, Alessandro E. P. Villa
2015 B conf
Computational capabilities of recurrent neural networks based on their attractor dynamics.
IJCNN
Jérémie Cabessa, Alessandro E. P. Villa
2015 — ch.
Imperfect Decision Making and Risk Taking Are Affected by Personality.
Decision Making
Sarah K. Mesrobian, Michel Bader, Lorenz Götte, Alessandro E. P. Villa, Alessandra Lintas
2015 J jnl
Mesoscopic Segregation of Excitation and Inhibition in a Brain Network Model.
PLoS Comput. Biol.
Daniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo, Antonio J. Pons Rivero
2015 J jnl
Synchronization-based computation through networks of coupled oscillators.
Frontiers Comput. Neurosci.
Daniel Malagarriga, Mariano Alberto García-Vellisca, Alessandro E. P. Villa, Javier M. Buldú, Jordi García-Ojalvo, Antonio J. Pons Rivero
2014 C ed.
Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings
ICANN
Stefan Wermter, Cornelius Weber, Wlodzislaw Duch, Timo Honkela, Petia D. Koprinkova-Hristova, Sven Magg, Günther Palm, Alessandro E. P. Villa
2014 C conf
Excitation/Inhibition Patterns in a System of Coupled Cortical Columns.
ICANN
Daniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo, Antonio J. Pons Rivero
2014 C conf
Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal.
ICANN
Jérémie Cabessa, Alessandro E. P. Villa
2013 C ed.
Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings
ICANN
Valeri M. Mladenov, Petia D. Koprinkova-Hristova, Günther Palm, Alessandro E. P. Villa, Bruno Appollini, Nikola K. Kasabov
2013 — ch.
Effect of Emotion and Personality on Deviation from Purely Rational Decision-Making.
Decision Making and Imperfection
Marina Fiori, Alessandra Lintas, Sarah K. Mesrobian, Alessandro E. P. Villa
2013 C conf
The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks.
ICANN
Jérémie Cabessa, Alessandro E. P. Villa
2012 — conf
An Effect of Short and Long Reciprocal Projections on Evolution of Hierarchical Neural Networks.
ICANN (1)
Vladyslav V. Shaposhnyk, Alessandro E. P. Villa
2012 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
ICANN (1)
Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm
2012 — ed.
Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II
ICANN (2)
Alessandro E. P. Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm
2012 C conf
Recurrent Neural Networks - A Natural Model of Computation beyond the Turing Limits.
IJCCI
Jérémie Cabessa, Alessandro E. P. Villa
2012 — conf
Spike Transmission on Diverging/Converging Neural Network and Its Implementation on a Multilevel Modeling Platform.
ICANN (1)
Yoshiyuki Asai, Alessandro E. P. Villa
2012 J jnl
The expressive power of analog recurrent neural networks on infinite input streams.
Theor. Comput. Sci.
Jérémie Cabessa, Alessandro E. P. Villa
2011 — conf
Distributed Deterministic Temporal Information Propagated by Feedforward Neural Networks.
ICANN (1)
Yoshiyuki Asai, Alessandro E. P. Villa
2010 C conf
A Hierarchical Classification of First-Order Recurrent Neural Networks.
LATA
Jérémie Cabessa, Alessandro E. P. Villa
2010 B conf
Advances in structural modeling robust to outliers in explanatory and response variables.
IJCNN
Vladyslav V. Shaposhnyk, Alessandro E. P. Villa, Tetiana Aksenova
2010 J jnl
Dynamic control for synchronization of separated cortical areas through thalamic relay.
NeuroImage
Leonardo L. Gollo, Claudio R. Mirasso, Alessandro E. P. Villa
2010 — conf
Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules.
ICANN (1)
Vladyslav V. Shaposhnyk, Pierre Dutoit, Stephen Perrig, Alessandro E. P. Villa
2010 — conf
OpenAdap.net: a Community-Based Sharing System.
IICS
Alessandro E. P. Villa, Javier Iglesias, Solange Ghernaouti-Helie
2010 — conf
Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network.
ICANN (1)
Yoshiyuki Asai, Alessandro E. P. Villa
2009 — conf
A Bio-Inspired Agent Framework for Hardware Accelerated Distributed Pervasive Applications.
AHS
Olivier Brousse, Jérémie Guillot, Gilles Sassatelli, Thierry Gil, Michel Robert, Juan Manuel Moreno, Alessandro E. P. Villa, Eduardo Sanchez
2009 — conf
A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks.
ICANN (1)
Vladyslav V. Shaposhnyk, Pierre Dutoit, Victor Contreras-Lámus, Stephen Perrig, Alessandro E. P. Villa
2009 — conf
Changes in quadratic phase coupling of EEG signals during wake and sleep in two chronic insomnia patients, before and after cognitive behavioral therapy.
WIRN
Stephen Perrig, Pierre Dutoit, Katerina Espa-Cervena, Vladyslav V. Shaposhnyk, Laurent Pelletier, François Berger, Alessandro E. P. Villa
2009 B conf
JubiTool: Unified design flow for the Perplexus SIMD hardware accelerator.
IEEE Congress on Evolutionary Computation
Olivier Brousse, Jérémie Guillot, Thierry Gil, François Grize, Gilles Sassatelli, Juan Manuel Moreno, Jordi Madrenas, Alessandro E. P. Villa, Henri Volken, Michel Robert
2008 J jnl
Deterministic neural dynamics transmitted through neural networks.
Neural Networks
Yoshiyuki Asai, Apratim Guha, Alessandro E. P. Villa
2008 — conf
Dynamics of Firing Patterns in Evolvable Hierarchically Organized Neural Networks.
ICES
Olga K. Chibirova, Javier Iglesias, Vladyslav V. Shaposhnyk, Alessandro E. P. Villa
2008 — conf
Effect of Feedback Strength in Coupled Spiking Neural Networks.
ICANN (2)
Javier Iglesias, Jordi García-Ojalvo, Alessandro E. P. Villa
2008 — conf
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection.
ICANN (2)
Yoshiyuki Asai, Alessandro E. P. Villa
2008 J jnl
Emergence of Preferred Firing Sequences in Large Spiking Neural Networks during Simulated Neuronal Development.
Int. J. Neural Syst.
Javier Iglesias, Alessandro E. P. Villa
2007 — conf
Deterministic Nonlinear Spike Train Filtered by Spiking Neuron Model.
ICANN (1)
Yoshiyuki Asai, Takashi Yokoi, Alessandro E. P. Villa
2007 Misc conf
Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons.
IWANN
Roberta Sirovich, Laura Sacerdote, Alessandro E. P. Villa
2007 J jnl
Effect of stimulus-driven pruning on the detection of spatiotemporal patterns of activity in large neural networks.
Biosyst.
Javier Iglesias, Alessandro E. P. Villa
2007 J jnl
Influence of the temporal distribution of electric pulses on transcallosal single unit responses.
Biosyst.
Alessandro E. P. Villa, Yoshiyuki Asai, José Pedro Segundo
2007 — conf
Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes.
ICANN (1)
Javier Iglesias, Olga K. Chibirova, Alessandro E. P. Villa
2007 J jnl
On a phase diagram for random neural networks with embedded spike timing dependent plasticity.
Biosyst.
Tatyana S. Turova, Alessandro E. P. Villa
2007 — conf
OpenAdap.net: Evolvable Information Processing Environment.
WILF
Alessandro E. P. Villa, Javier Iglesias
2007 — conf
PERPLEXUS: Pervasive Computing Framework for Modeling Complex Virtually-Unbounded Systems.
AHS
Eduardo Sanchez, Andrés Pérez-Uribe, Andres Upegui, Yann Thoma, Juan Manuel Moreno, Alessandro E. P. Villa, Henri Volken, Andrzej Napieralski, Gilles Sassatelli, Erwan Lavarec
2006 B conf
Artificial Neural Networks simulation of learning of auditory equivalence classes for vowels.
IJCNN
Jan Eriksson, Alessandro E. P. Villa
2006 — conf
Detection of a Dynamical System Attractor from Spike Train Analysis.
ICANN (1)
Yoshiyuki Asai, Takashi Yokoi, Alessandro E. P. Villa
2006 — conf
Neuronal Cell Death and Synaptic Pruning Driven by Spike-Timing Dependent Plasticity.
ICANN (1)
Javier Iglesias, Alessandro E. P. Villa
2006 — conf
Physical Mapping of Spiking Neural Networks Models on a Bio-inspired Scalable Architecture.
ICANN (1)
Juan Manuel Moreno, Javier Iglesias, Jan Eriksson, Alessandro E. P. Villa
2005 — conf
Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity.
ICANN (1)
Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa
2005 — conf
Implementation of Biologically Plausible Spiking Neural Networks Models on the POEtic Tissue.
ICES
Juan Manuel Moreno, Jan Eriksson, Javier Iglesias, Alessandro E. P. Villa
2005 — conf
On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning.
ICANN (1)
Yoshiyuki Asai, Tatyana I. Aksenova, Alessandro E. P. Villa
2005 — conf
Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks.
ICANN (2)
Tatyana I. Aksenova, Vladimir Volkovich, Alessandro E. P. Villa
2005 — conf
Stimulus-Driven Unsupervised Synaptic Pruning in Large Neural Networks.
BVAI
Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa
2005 — conf
Unsupervised Recognition of Neuronal Discharge Waveforms for On-line Real-Time Operation.
BVAI
Yoshiyuki Asai, Tatyana I. Aksenova, Alessandro E. P. Villa
2004 B conf
Nonlinear oscillation models for the spike sorting of single units recorded extracellularly.
IJCNN
Tetyuna I. Aksenova, Olga K. Chibirova, Alessandro E. P. Villa
2003 — conf
Hardware Optimization of a Novel Spiking Neuron Model for the POEtic Tissue.
IWANN (2)
Oriol Torres, Jan Eriksson, Juan Manuel Moreno, Alessandro E. P. Villa
2003 — conf
POEtic Tissue: An Integrated Architecture for Bio-inspired Hardware.
ICES
Andrew M. Tyrrell, Eduardo Sanchez, Dario Floreano, Gianluca Tempesti, Daniel Mange, Juan Manuel Moreno, Jay R. Rosenberg, Alessandro E. P. Villa
2003 — conf
Spiking Neural Networks for Reconfigurable POEtic Tissue.
ICES
Jan Eriksson, Oriol Torres, Andrew Mitchell, Gayle Tucker, Ken Lindsay, David M. Halliday, Jay R. Rosenberg, Juan Manuel Moreno, Alessandro E. P. Villa
2002 — conf
Nonlinear Oscillation Models for Spike Separation.
ISMDA
Tatyana I. Aksenova, Olga K. Chibirova, Alim-Louis Benabid, Alessandro E. P. Villa
2001 J jnl
Computer assisted neurophysiological analysis of cell assemblies activity.
Neurocomputing
Alessandro E. P. Villa, Igor V. Tetko, Javier Iglesias
2001 J jnl
Estimation of Aqueous Solubility of Chemical Compounds Using E-State Indices.
J. Chem. Inf. Comput. Sci.
Igor V. Tetko, Vsevolod Yu. Tanchuk, Tamara N. Kasheva, Alessandro E. P. Villa
2001 J jnl
Internet Software for the Calculation of the Lipophilicity and Aqueous Solubility of Chemical Compounds.
J. Chem. Inf. Comput. Sci.
Igor V. Tetko, Vsevolod Yu. Tanchuk, Tamara N. Kasheva, Alessandro E. P. Villa
2001 J jnl
Pattern grouping algorithm and de-convolution filtering of non-stationary correlated Poisson processes.
Neurocomputing
Igor V. Tetko, Alessandro E. P. Villa
2001 J jnl
Prediction of n-Octanol/Water Partition Coefficients from PHYSPROP Database Using Artificial Neural Networks and E-State Indices.
J. Chem. Inf. Comput. Sci.
Igor V. Tetko, Vsevolod Yu. Tanchuk, Alessandro E. P. Villa
1998 J jnl
Application of a Pruning Algorithm To Optimize Artificial Neural Networks for Pharmaceutical Fingerprinting.
J. Chem. Inf. Comput. Sci.
Igor V. Tetko, Alessandro E. P. Villa, Tatyana I. Aksenova, Walter L. Zielinski, James Brower, Elizabeth R. Collantes, William J. Welsh
1998 — conf
Computer assisted neurophysiology by a distributed JAVA program.
HCC
Luc Jeandenans, Michel Gautero, François Grize, Igor V. Tetko, Alessandro E. P. Villa
1998 J jnl
Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture.
J. Chem. Inf. Comput. Sci.
Vasyl V. Kovalishyn, Igor V. Tetko, Alexander I. Luik, Vladyslav V. Kholodovych, Alessandro E. P. Villa, David J. Livingstone
1997 C conf
A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains.
ICANN
Igor V. Tetko, Alessandro E. P. Villa
1997 J jnl
An Efficient Partition of Training Data Set Improves Speed and Accuracy of Cascade-correlation Algorithm.
Neural Process. Lett.
Igor V. Tetko, Alessandro E. P. Villa
1997 J jnl
An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem.
Neural Process. Lett.
Igor V. Tetko, Alessandro E. P. Villa
1997 J jnl
Efficient Partition of Learning Data Sets for Neural Network Training.
Neural Networks
Igor V. Tetko, Alessandro E. P. Villa
1997 J jnl
Fast combinatorial methods to estimate the probability of complex temporal patterns of spikes.
Biol. Cybern.
Igor V. Tetko, Alessandro E. P. Villa
1996 J jnl
Low-dimensional chaotic attractors in the rat brain.
Biol. Cybern.
Alessandra Celletti, Alessandro E. P. Villa
1996 J jnl
Low-dimensional chaotic attractors in the rat brain.
Biol. Cybern.
Alessandra Celletti, Alessandro E. P. Villa
1996 J jnl
Neural Network Studies, 2. Variable Selection.
J. Chem. Inf. Comput. Sci.
Igor V. Tetko, Alessandro E. P. Villa, David J. Livingstone