| 2025 | ICANN | Shaping Attractor Landscapes in Boolean Liquid State Machines via STDP and Global Plasticity. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2025 | IJCNN | Attractor Regimes of Boolean Recurrent Neural Networks subject to STDP and Global Plasticity. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2019 | ICANN | LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process. | Mark McCormick, Alessandro E. P. Villa |
| 2019 | IJCNN | A Memory-Based STDP Rule for Stable Attractor Dynamics in Boolean Recurrent Neural Networks. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2018 | ICANN | An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2018 | ICANN | Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit. | Alessandra Lintas, Takeshi Abe, Alessandro E. P. Villa, Yoshiyuki Asai |
| 2017 | ICANN | Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2017 | ICANN | Event Related Potentials Reveal Fairness in Willingness-to-share. | Alessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa |
| 2017 | ICANN | Weighted Clique Analysis Reveals Hierarchical Neuronal Network Dynamics. | Paolo Masulli, Alessandro E. P. Villa |
| 2016 | ICANN | Attractor Dynamics Driven by Interactivity in Boolean Recurrent Neural Networks. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2016 | ICANN | Dynamics of Evolving Feed-Forward Neural Networks and Their Topological Invariants. | Paolo Masulli, Alessandro E. P. Villa |
| 2016 | IJCNN | Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2015 | IJCNN | Computational capabilities of recurrent neural networks based on their attractor dynamics. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2014 | ICANN | Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2014 | ICANN | Excitation/Inhibition Patterns in a System of Coupled Cortical Columns. | Daniel Malagarriga, Alessandro E. P. Villa, Jordi Garca-Ojalvo, Antonio J. Pons Rivero |
| 2013 | ICANN | The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2012 | ICANN | Spike Transmission on Diverging/Converging Neural Network and Its Implementation on a Multilevel Modeling Platform. | Yoshiyuki Asai, Alessandro E. P. Villa |
| 2012 | ICANN | An Effect of Short and Long Reciprocal Projections on Evolution of Hierarchical Neural Networks. | Vladyslav V. Shaposhnyk, Alessandro E. P. Villa |
| 2012 | IJCCI | Recurrent Neural Networks - A Natural Model of Computation beyond the Turing Limits. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2011 | ICANN | Distributed Deterministic Temporal Information Propagated by Feedforward Neural Networks. | Yoshiyuki Asai, Alessandro E. P. Villa |
| 2010 | ICANN | Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network. | Yoshiyuki Asai, Alessandro E. P. Villa |
| 2010 | ICANN | Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules. | Vladyslav V. Shaposhnyk, Pierre Dutoit, Stephen Perrig, Alessandro E. P. Villa |
| 2010 | IJCNN | Advances in structural modeling robust to outliers in explanatory and response variables. | Vladyslav V. Shaposhnyk, Alessandro E. P. Villa, Tetiana Aksenova |
| 2010 | LATA | A Hierarchical Classification of First-Order Recurrent Neural Networks. | Jrmie Cabessa, Alessandro E. P. Villa |
| 2009 | CEC | JubiTool: Unified design flow for the Perplexus SIMD hardware accelerator. | Olivier Brousse, Jrmie Guillot, Thierry Gil, Franois Grize, Gilles Sassatelli, Juan Manuel Moreno, Jordi Madrenas, Alessandro E. P. Villa, Henri Volken, Michel Robert |
| 2009 | ICANN | A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks. | Vladyslav V. Shaposhnyk, Pierre Dutoit, Victor Contreras-Lmus, Stephen Perrig, Alessandro E. P. Villa |
| 2008 | ICANN | Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection. | Yoshiyuki Asai, Alessandro E. P. Villa |
| 2008 | ICANN | Effect of Feedback Strength in Coupled Spiking Neural Networks. | Javier Iglesias, Jordi Garca-Ojalvo, Alessandro E. P. Villa |
| 2007 | ICANN | Deterministic Nonlinear Spike Train Filtered by Spiking Neuron Model. | Yoshiyuki Asai, Takashi Yokoi, Alessandro E. P. Villa |
| 2007 | ICANN | Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes. | Javier Iglesias, Olga K. Chibirova, Alessandro E. P. Villa |
| 2007 | IWANN | Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons. | Roberta Sirovich, Laura Sacerdote, Alessandro E. P. Villa |
| 2006 | ICANN | Detection of a Dynamical System Attractor from Spike Train Analysis. | Yoshiyuki Asai, Takashi Yokoi, Alessandro E. P. Villa |
| 2006 | ICANN | Neuronal Cell Death and Synaptic Pruning Driven by Spike-Timing Dependent Plasticity. | Javier Iglesias, Alessandro E. P. Villa |
| 2006 | ICANN | Physical Mapping of Spiking Neural Networks Models on a Bio-inspired Scalable Architecture. | Juan Manuel Moreno, Javier Iglesias, Jan Eriksson, Alessandro E. P. Villa |
| 2006 | IJCNN | Artificial Neural Networks simulation of learning of auditory equivalence classes for vowels. | Jan Eriksson, Alessandro E. P. Villa |
| 2005 | ICANN | Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks. | Tatyana I. Aksenova, Vladimir Volkovich, Alessandro E. P. Villa |
| 2005 | ICANN | On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning. | Yoshiyuki Asai, Tatyana I. Aksenova, Alessandro E. P. Villa |
| 2005 | ICANN | Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity. | Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa |
| 2004 | IJCNN | Nonlinear oscillation models for the spike sorting of single units recorded extracellularly. | Tetyuna I. Aksenova, Olga K. Chibirova, Alessandro E. P. Villa |
| 2003 | IWANN | Hardware Optimization of a Novel Spiking Neuron Model for the POEtic Tissue. | Oriol Torres, Jan Eriksson, Juan Manuel Moreno, Alessandro E. P. Villa |
| 1997 | ICANN | A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains. | Igor V. Tetko, Alessandro E. P. Villa |