Alessandro E. P. Villa
Orcid: 0000-0002-4684-0027
According to our database1,
Alessandro E. P. Villa
authored at least 80 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Editorial: Selected papers from the 14th international neural coding workshop, Seattle, Washington.
Biosyst., January, 2023
2020
IEEE Trans. Fuzzy Syst., 2020
2019
A Memory-Based STDP Rule for Stable Attractor Dynamics in Boolean Recurrent Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
2018
Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
An STDP Rule for the Improvement and Stabilization of the Attractor Dynamics of the Basal Ganglia-Thalamocortical Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Interactive Control of Computational Power in a Model of the Basal Ganglia-Thalamocortical Circuit by a Supervised Attractor-Based Learning Procedure.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
Expressive power of first-order recurrent neural networks determined by their attractor dynamics.
J. Comput. Syst. Sci., 2016
Unsupervised Analysis of Event-Related Potentials (ERPs) During an Emotional Go/NoGo Task.
Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016
Attractor-based complexity of a Boolean model of the basal ganglia-thalamocortical network.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
2015
Proceedings of the Decision Making: Uncertainty, Imperfection, 2015
PLoS Comput. Biol., 2015
Frontiers Comput. Neurosci., 2015
Computational capabilities of recurrent neural networks based on their attractor dynamics.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
2013
Proceedings of the Decision Making and Imperfection, 2013
The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
2012
Theor. Comput. Sci., 2012
Recurrent Neural Networks - A Natural Model of Computation beyond the Turing Limits.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012
An Effect of Short and Long Reciprocal Projections on Evolution of Hierarchical Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Spike Transmission on Diverging/Converging Neural Network and Its Implementation on a Multilevel Modeling Platform.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
2011
Distributed Deterministic Temporal Information Propagated by Feedforward Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Dynamic control for synchronization of separated cortical areas through thalamic relay.
NeuroImage, 2010
Proceedings of the Language and Automata Theory and Applications, 2010
Advances in structural modeling robust to outliers in explanatory and response variables.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 10th International Conference on Innovative Internet Community Services (I<sup>2</sup>CS), 2010
Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
2009
Changes in quadratic phase coupling of EEG signals during wake and sleep in two chronic insomnia patients, before and after cognitive behavioral therapy.
Proceedings of the Neural Nets WIRN09, 2009
A Framework for Simulation and Analysis of Dynamically Organized Distributed Neural Networks.
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A Bio-Inspired Agent Framework for Hardware Accelerated Distributed Pervasive Applications.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009
2008
Neural Networks, 2008
Emergence of Preferred Firing Sequences in Large Spiking Neural Networks during Simulated Neuronal Development.
Int. J. Neural Syst., 2008
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008
Proceedings of the Artificial Neural Networks, 2008
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection.
Proceedings of the Artificial Neural Networks, 2008
2007
Influence of the temporal distribution of electric pulses on transcallosal single unit responses.
Biosyst., 2007
On a phase diagram for random neural networks with embedded spike timing dependent plasticity.
Biosyst., 2007
Effect of stimulus-driven pruning on the detection of spatiotemporal patterns of activity in large neural networks.
Biosyst., 2007
Proceedings of the Applications of Fuzzy Sets Theory, 2007
Effect of Increasing Inhibitory Inputs on Information Processing Within a Small Network of Spiking Neurons.
Proceedings of the Computational and Ambient Intelligence, 2007
Nonlinear Dynamics Emerging in Large Scale Neural Networks with Ontogenetic and Epigenetic Processes.
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
PERPLEXUS: Pervasive Computing Framework for Modeling Complex Virtually-Unbounded Systems.
Proceedings of the Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007
2006
Artificial Neural Networks simulation of learning of auditory equivalence classes for vowels.
Proceedings of the International Joint Conference on Neural Networks, 2006
Physical Mapping of Spiking Neural Networks Models on a Bio-inspired Scalable Architecture.
Proceedings of the Artificial Neural Networks, 2006
Neuronal Cell Death and Synaptic Pruning Driven by Spike-Timing Dependent Plasticity.
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the Artificial Neural Networks, 2006
2005
Implementation of Biologically Plausible Spiking Neural Networks Models on the POEtic Tissue.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2005
Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
On-Line Real-Time Oriented Application for Neuronal Spike Sorting with Unsupervised Learning.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Brain, 2005
Unsupervised Recognition of Neuronal Discharge Waveforms for On-line Real-Time Operation.
Proceedings of the Brain, 2005
2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003
2002
Proceedings of the Medical Data Analysis, Third International Symposium, 2002
2001
Prediction of n-Octanol/Water Partition Coefficients from PHYSPROP Database Using Artificial Neural Networks and E-State Indices.
J. Chem. Inf. Comput. Sci., 2001
J. Chem. Inf. Comput. Sci., 2001
Internet Software for the Calculation of the Lipophilicity and Aqueous Solubility of Chemical Compounds.
J. Chem. Inf. Comput. Sci., 2001
Neurocomputing, 2001
Pattern grouping algorithm and de-convolution filtering of non-stationary correlated Poisson processes.
Neurocomputing, 2001
1998
Application of a Pruning Algorithm To Optimize Artificial Neural Networks for Pharmaceutical Fingerprinting.
J. Chem. Inf. Comput. Sci., 1998
Neural Network Studies. 3. Variable Selection in the Cascade-Correlation Learning Architecture.
J. Chem. Inf. Comput. Sci., 1998
Computer assisted neurophysiology by a distributed JAVA program.
Proceedings of the Computers and Networks in the Age of Globalization, 1998
1997
An Efficient Partition of Training Data Set Improves Speed and Accuracy of Cascade-correlation Algorithm.
Neural Process. Lett., 1997
An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem.
Neural Process. Lett., 1997
Neural Networks, 1997
Fast combinatorial methods to estimate the probability of complex temporal patterns of spikes.
Biol. Cybern., 1997
A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains.
Proceedings of the Artificial Neural Networks, 1997
1996