Low-dimensional chaotic attractors in the rat brain. - Alessandra Celletti; Alessandro E. P. Villa (Biol. Cybern., 1996)

Neural Network Studies, 2. Variable Selection. - Igor V. Tetko; Alessandro E. P. Villa; David J. Livingstone (J. Chem. Inf. Comput. Sci., 1996)

A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains. - Igor V. Tetko; Alessandro E. P. Villa (ICANN, 1997)

Fast combinatorial methods to estimate the probability of complex temporal patterns of spikes. - Igor V. Tetko; Alessandro E. P. Villa (Biol. Cybern., 1997)

Efficient Partition of Learning Data Sets for Neural Network Training. - Igor V. Tetko; Alessandro E. P. Villa (Neural Networks, 1997)

An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem. - Igor V. Tetko; Alessandro E. P. Villa (Neural Process. Lett., 1997)

An Efficient Partition of Training Data Set Improves Speed and Accuracy of Cascade-correlation Algorithm. - Igor V. Tetko; Alessandro E. P. Villa (Neural Process. Lett., 1997)

Computer assisted neurophysiology by a distributed JAVA program. - Luc Jeandenans; Michel Gautero; François Grize; Igor V. Tetko; Alessandro E. P. Villa (HCC, 1998)

Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture. - Vasyl V. Kovalishyn; Igor V. Tetko; Alexander I. Luik; Vladyslav V. Kholodovych; Alessandro E. P. Villa; David J. Livingstone (J. Chem. Inf. Comput. Sci., 1998)

Application of a Pruning Algorithm To Optimize Artificial Neural Networks for Pharmaceutical Fingerprinting. - Igor V. Tetko; Alessandro E. P. Villa; Tatyana I. Aksenova; Walter L. Zielinski; James Brower; Elizabeth R. Collantes; William J. Welsh (J. Chem. Inf. Comput. Sci., 1998)

Pattern grouping algorithm and de-convolution filtering of non-stationary correlated Poisson processes. - Igor V. Tetko; Alessandro E. P. Villa (Neurocomputing, 2001)

Computer assisted neurophysiological analysis of cell assemblies activity. - Alessandro E. P. Villa; Igor V. Tetko; Javier Iglesias (Neurocomputing, 2001)

Internet Software for the Calculation of the Lipophilicity and Aqueous Solubility of Chemical Compounds. - Igor V. Tetko; Vsevolod Yu. Tanchuk; Tamara N. Kasheva; Alessandro E. P. Villa (J. Chem. Inf. Comput. Sci., 2001)

Estimation of Aqueous Solubility of Chemical Compounds Using E-State Indices. - Igor V. Tetko; Vsevolod Yu. Tanchuk; Tamara N. Kasheva; Alessandro E. P. Villa (J. Chem. Inf. Comput. Sci., 2001)

Prediction of n-Octanol/Water Partition Coefficients from PHYSPROP Database Using Artificial Neural Networks and E-State Indices. - Igor V. Tetko; Vsevolod Yu. Tanchuk; Alessandro E. P. Villa (J. Chem. Inf. Comput. Sci., 2001)

Nonlinear Oscillation Models for Spike Separation. - Tatyana I. Aksenova; Olga K. Chibirova; Alim-Louis Benabid; Alessandro E. P. Villa (ISMDA, 2002)

Spiking Neural Networks for Reconfigurable POEtic Tissue. - Jan Eriksson; Oriol Torres; Andrew Mitchell; Gayle Tucker; Ken Lindsay; David M. Halliday; Jay R. Rosenberg; Juan Manuel Moreno; Alessandro E. P. Villa (ICES, 2003)

POEtic Tissue: An Integrated Architecture for Bio-inspired Hardware. - Andrew M. Tyrrell; Eduardo Sanchez; Dario Floreano; Gianluca Tempesti; Daniel Mange; Juan Manuel Moreno; Jay R. Rosenberg; Alessandro E. P. Villa (ICES, 2003)

Hardware Optimization of a Novel Spiking Neuron Model for the POEtic Tissue. - Oriol Torres; Jan Eriksson; Juan Manuel Moreno; Alessandro E. P. Villa (IWANN (2), 2003)

Nonlinear oscillation models for the spike sorting of single units recorded extracellularly. - Tetyuna I. Aksenova; Olga K. Chibirova; Alessandro E. P. Villa (IJCNN, 2004)

Unsupervised Recognition of Neuronal Discharge Waveforms for On-line Real-Time Operation. - Yoshiyuki Asai; Tatyana I. Aksenova; Alessandro E. P. Villa (BVAI, 2005)

Stimulus-Driven Unsupervised Synaptic Pruning in Large Neural Networks. - Javier Iglesias; Jan Eriksson; Beatriz Pardo; Marco Tomassini; Alessandro E. P. Villa (BVAI, 2005)

Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks. - Tatyana I. Aksenova; Vladimir Volkovich 002; Alessandro E. P. Villa (ICANN (2), 2005)

On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning. - Yoshiyuki Asai; Tatyana I. Aksenova; Alessandro E. P. Villa (ICANN (1), 2005)

Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity. - Javier Iglesias; Jan Eriksson; Beatriz Pardo; Marco Tomassini; Alessandro E. P. Villa (ICANN (1), 2005)

Implementation of Biologically Plausible Spiking Neural Networks Models on the POEtic Tissue. - Juan Manuel Moreno; Jan Eriksson; Javier Iglesias; Alessandro E. P. Villa (ICES, 2005)

Detection of a Dynamical System Attractor from Spike Train Analysis. - Yoshiyuki Asai; Takashi Yokoi; Alessandro E. P. Villa (ICANN (1), 2006)

Neuronal Cell Death and Synaptic Pruning Driven by Spike-Timing Dependent Plasticity. - Javier Iglesias; Alessandro E. P. Villa (ICANN (1), 2006)

Physical Mapping of Spiking Neural Networks Models on a Bio-inspired Scalable Architecture. - Juan Manuel Moreno; Javier Iglesias; Jan Eriksson; Alessandro E. P. Villa (ICANN (1), 2006)

Artificial Neural Networks simulation of learning of auditory equivalence classes for vowels. - Jan Eriksson; Alessandro E. P. Villa (IJCNN, 2006)

PERPLEXUS: Pervasive Computing Framework for Modeling Complex Virtually-Unbounded Systems. - Eduardo Sanchez; Andrés Pérez-Uribe; Andres Upegui; Yann Thoma; Juan Manuel Moreno; Alessandro E. P. Villa; Henri Volken; Andrzej Napieralski; Gilles Sassatelli; Erwan Lavarec (AHS, 2007)

Deterministic Nonlinear Spike Train Filtered by Spiking Neuron Model. - Yoshiyuki Asai; Takashi Yokoi; Alessandro E. P. Villa (ICANN (1), 2007)

Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes. - Javier Iglesias; Olga K. Chibirova; Alessandro E. P. Villa (ICANN (1), 2007)

Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons. - Roberta Sirovich; Laura Sacerdote; Alessandro E. P. Villa (IWANN, 2007)

OpenAdap.net: Evolvable Information Processing Environment. - Alessandro E. P. Villa; Javier Iglesias (WILF, 2007)

Effect of stimulus-driven pruning on the detection of spatiotemporal patterns of activity in large neural networks. - Javier Iglesias; Alessandro E. P. Villa (Biosyst., 2007)

On a phase diagram for random neural networks with embedded spike timing dependent plasticity. - Tatyana S. Turova; Alessandro E. P. Villa (Biosyst., 2007)

Influence of the temporal distribution of electric pulses on transcallosal single unit responses. - Alessandro E. P. Villa; Yoshiyuki Asai; José Pedro Segundo (Biosyst., 2007)

Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection. - Yoshiyuki Asai; Alessandro E. P. Villa (ICANN (2), 2008)

Effect of Feedback Strength in Coupled Spiking Neural Networks. - Javier Iglesias; Jordi García-Ojalvo; Alessandro E. P. Villa (ICANN (2), 2008)

Dynamics of Firing Patterns in Evolvable Hierarchically Organized Neural Networks. - Olga K. Chibirova; Javier Iglesias; Vladyslav V. Shaposhnyk; Alessandro E. P. Villa (ICES, 2008)

Emergence of Preferred Firing Sequences in Large Spiking Neural Networks during Simulated Neuronal Development. - Javier Iglesias; Alessandro E. P. Villa (Int. J. Neural Syst., 2008)

Deterministic neural dynamics transmitted through neural networks. - Yoshiyuki Asai; Apratim Guha; Alessandro E. P. Villa (Neural Networks, 2008)

A Bio-Inspired Agent Framework for Hardware Accelerated Distributed Pervasive Applications. - Olivier Brousse; Jérémie Guillot; Gilles Sassatelli; Thierry Gil; Michel Robert; Juan Manuel Moreno; Alessandro E. P. Villa; Eduardo Sanchez (AHS, 2009)

JubiTool: Unified design flow for the Perplexus SIMD hardware accelerator. - Olivier Brousse; Jérémie Guillot; Thierry Gil; François Grize; Gilles Sassatelli; Juan Manuel Moreno; Jordi Madrenas; Alessandro E. P. Villa; Henri Volken; Michel Robert (IEEE Congress on Evolutionary Computation, 2009)

A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks. - Vladyslav V. Shaposhnyk; Pierre Dutoit; Victor Contreras-Lámus; Stephen Perrig; Alessandro E. P. Villa (ICANN (1), 2009)

Changes in quadratic phase coupling of EEG signals during wake and sleep in two chronic insomnia patients, before and after cognitive behavioral therapy. - Stephen Perrig; Pierre Dutoit; Katerina Espa-Cervena; Vladyslav V. Shaposhnyk; Laurent Pelletier; François Berger; Alessandro E. P. Villa (WIRN, 2009)

Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network. - Yoshiyuki Asai; Alessandro E. P. Villa (ICANN (1), 2010)

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 (ICANN (1), 2010)

OpenAdap.net: a Community-Based Sharing System. - Alessandro E. P. Villa; Javier Iglesias; Solange Ghernaouti-Helie (IICS, 2010)

Advances in structural modeling robust to outliers in explanatory and response variables. - Vladyslav V. Shaposhnyk; Alessandro E. P. Villa; Tetiana Aksenova (IJCNN, 2010)

A Hierarchical Classification of First-Order Recurrent Neural Networks. - Jérémie Cabessa; Alessandro E. P. Villa (LATA, 2010)

Dynamic control for synchronization of separated cortical areas through thalamic relay. - Leonardo L. Gollo; Claudio R. Mirasso; Alessandro E. P. Villa (NeuroImage, 2010)

Distributed Deterministic Temporal Information Propagated by Feedforward Neural Networks. - Yoshiyuki Asai; Alessandro E. P. Villa (ICANN (1), 2011)

Spike Transmission on Diverging/Converging Neural Network and Its Implementation on a Multilevel Modeling Platform. - Yoshiyuki Asai; Alessandro E. P. Villa (ICANN (1), 2012)

An Effect of Short and Long Reciprocal Projections on Evolution of Hierarchical Neural Networks. - Vladyslav V. Shaposhnyk; Alessandro E. P. Villa (ICANN (1), 2012)

Recurrent Neural Networks - A Natural Model of Computation beyond the Turing Limits. - Jérémie Cabessa; Alessandro E. P. Villa (IJCCI, 2012)

The expressive power of analog recurrent neural networks on infinite input streams. - Jérémie Cabessa; Alessandro E. P. Villa (Theor. Comput. Sci., 2012)

The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks. - Jérémie Cabessa; Alessandro E. P. Villa (ICANN, 2013)

Effect of Emotion and Personality on Deviation from Purely Rational Decision-Making. - Marina Fiori; Alessandra Lintas; Sarah K. Mesrobian; Alessandro E. P. Villa (Decision Making and Imperfection, 2013)

Interactive Evolving Recurrent Neural Networks Are Super-Turing Universal. - Jérémie Cabessa; Alessandro E. P. Villa (ICANN, 2014)

Excitation/Inhibition Patterns in a System of Coupled Cortical Columns. - Daniel Malagarriga; Alessandro E. P. Villa; Jordi García-Ojalvo; Antonio J. Pons Rivero (ICANN, 2014)

Computational capabilities of recurrent neural networks based on their attractor dynamics. - Jérémie Cabessa; Alessandro E. P. Villa (IJCNN, 2015)

Synchronization-based computation through networks of coupled oscillators. - Daniel Malagarriga; Mariano Alberto García-Vellisca; Alessandro E. P. Villa; Javier M. Buldú; Jordi García-Ojalvo; Antonio J. Pons Rivero (Frontiers Comput. Neurosci., 2015)

Mesoscopic Segregation of Excitation and Inhibition in a Brain Network Model. - Daniel Malagarriga; Alessandro E. P. Villa; Jordi García-Ojalvo; Antonio J. Pons Rivero (PLoS Comput. Biol., 2015)

Imperfect Decision Making and Risk Taking Are Affected by Personality. - Sarah K. Mesrobian; Michel Bader; Lorenz Götte; Alessandro E. P. Villa; Alessandra Lintas (Decision Making, 2015)

Attractor Dynamics Driven by Interactivity in Boolean Recurrent Neural Networks. - Jérémie Cabessa; Alessandro E. P. Villa (ICANN (1), 2016)

Dynamics of Evolving Feed-Forward Neural Networks and Their Topological Invariants. - Paolo Masulli; Alessandro E. P. Villa (ICANN (1), 2016)

Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network. - Jérémie Cabessa; Alessandro E. P. Villa (IJCNN, 2016)

Unsupervised Analysis of Event-Related Potentials (ERPs) During an Emotional Go/NoGo Task. - Paolo Masulli; Francesco Masulli; Stefano Rovetta; Alessandra Lintas; Alessandro E. P. Villa (WILF, 2016)

Expressive power of first-order recurrent neural networks determined by their attractor dynamics. - Jérémie Cabessa; Alessandro E. P. Villa (J. Comput. Syst. Sci., 2016)

Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure. - Jérémie Cabessa; Alessandro E. P. Villa (ICANN (1), 2017)

Event Related Potentials Reveal Fairness in Willingness-to-share. - Alessandra Lintas; Sarat Chandra Vysyaraju; Manon Jaquerod; Alessandro E. P. Villa (ICANN (1), 2017)

Weighted Clique Analysis Reveals Hierarchical Neuronal Network Dynamics. - Paolo Masulli; Alessandro E. P. Villa (ICANN (1), 2017)

An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network. - Jérémie Cabessa; Alessandro E. P. Villa (ICANN (3), 2018)

Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit. - Alessandra Lintas; Takeshi Abe; Alessandro E. P. Villa; Yoshiyuki Asai (ICANN (2), 2018)

LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process. - Mark McCormick; Alessandro E. P. Villa (ICANN (Workshop), 2019)

A Memory-Based STDP Rule for Stable Attractor Dynamics in Boolean Recurrent Neural Networks. - Jérémie Cabessa; Alessandro E. P. Villa (IJCNN, 2019)

Fuzzy Clustering for Exploratory Analysis of EEG Event-Related Potentials. - Paolo Masulli; Francesco Masulli; Stefano Rovetta; Alessandra Lintas; Alessandro E. P. Villa (IEEE Trans. Fuzzy Syst., 2020)

Editorial: Selected papers from the 14th international neural coding workshop, Seattle, Washington. - Chris Christodoulou; Giuseppe D'Onofrio; Michael Stiber; Alessandro E. P. Villa (Biosyst., 2023)

On the semantics of ecoacoustic codes. - Almo Farina; Alessandro E. P. Villa (Biosyst., 2023)