Néstor Parga

According to our database, Néstor Parga authored at least 28 papers between 1989 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Emergent Computations in Trained Artificial Neural Networks and Real Brains.

Néstor Parga, Luis Serrano-Fernández, Joan Falcó-Roget

CoRR, 2022

2010

Response of Integrate-and-Fire Neurons to Noisy Inputs Filtered by Synapses with Arbitrary Timescales: Firing Rate and Correlations.

Rubén Moreno-Bote, Néstor Parga

Neural Comput., 2010

2008

Theory of Input Spike Auto- and Cross-Correlations and Their Effect on the Response of Spiking Neurons.

Rubén Moreno-Bote, Alfonso Renart, Néstor Parga

Neural Comput., 2008

Thalamocortical transformations of periodic stimuli: the effect of stimulus velocity and synaptic short-term depression in the vibrissa-barrel system.

Jaime de la Rocha, Néstor Parga

J. Comput. Neurosci., 2008

2007

Mean-Driven and Fluctuation-Driven Persistent Activity in Recurrent Networks.

Alfonso Renart, Rubén Moreno-Bote, Xiao-Jing Wang, Néstor Parga

Neural Comput., 2007

2006

Receptive fields of simple cells from a taxonomic study of natural images and suppression of scale redundancy.

José M. Delgado, Antonio Turiel, Néstor Parga

Neurocomputing, 2006

2005

Simple model neurons with AMPA and NMDA filters: role of synaptic time scales.

Rubén Moreno-Bote, Néstor Parga

Neurocomputing, 2005

2004

Learning efficient internal representations from natural image collections.

Antonio Turiel, José M. Delgado, Néstor Parga

Neurocomputing, 2004

Correlations modulate the non-monotonic response of a neuron with short-term plasticity.

Jaime de la Rocha, Rubén Moreno, Néstor Parga

Neurocomputing, 2004

Response of a LIF neuron to inputs filtered with arbitrary time scale.

Rubén Moreno, Néstor Parga

Neurocomputing, 2004

2002

Information transmission by stochastic synapses with short-term depression: neural coding and optimization.

Jaime de la Rocha, Angel Nevado, Néstor Parga

Neurocomputing, 2002

An Algorithm for Image Representation as Independent Levels of Resolution.

Antonio Turiel, Jean-Pierre Nadal, Néstor Parga

Proceedings of the Artificial Neural Networks, 2002

Firing Rate for a Generic Integrate-and-Fire Neuron with Exponentially Correlated Input.

Rubén Moreno, Néstor Parga

Proceedings of the Artificial Neural Networks, 2002

2001

A model of the IT-PF network in object working memory which includes balanced persistent activity and tuned inhibition.

Alfonso Renart, Rubén Moreno, Jaime de la Rocha, Néstor Parga, Edmund T. Rolls

Neurocomputing, 2001

2000

Blind source separation with time-dependent mixtures.

Néstor Parga, Jean-Pierre Nadal

Signal Process., 2000

A recurrent model of transformation invariance by association.

Martin C. M. Elliffe, Edmund T. Rolls, Néstor Parga, Alfonso Renart

Neural Networks, 2000

The Multifractal Structure of Contrast Changes in Natural Images: From Sharp Edges to Textures.

Antonio Turiel, Néstor Parga

Neural Comput., 2000

Dynamic Changes in Receptive Fields Induced by Cortical Reorganization.

Germán Mato, Néstor Parga

Proceedings of the Information Theory and the Brain, 2000

1999

Backward Projections in the Cerebral Cortex: Implications for Memory Storage.

Alfonso Renart, Néstor Parga, Edmund T. Rolls

Neural Comput., 1999

A Recurrent Model of the Interaction Between Prefrontal and Inferotemporal Cortex in Delay Tasks.

Alfonso Renart, Néstor Parga, Edmund T. Rolls

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Connected Cortial Recurrent Networks.

Alfonso Renart, Néstor Parga, Edmund T. Rolls

Proceedings of the Foundations and Tools for Neural Modeling, 1999

1998

Transform Invariant Recognition by Association in a Recurrent Network.

Néstor Parga, Edmund T. Rolls

Neural Comput., 1998

1997

Redundancy Reduction and Independent Component Analysis: Conditions on Cumulants and Adaptive Approaches.

Jean-Pierre Nadal, Néstor Parga

Neural Comput., 1997

Self-similarity Properties of Natural Images.

Antonio Turiel, Germán Mato, Néstor Parga, Jean-Pierre Nadal

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

I.C.A.: conditions on cumulants and information theoretic approach.

Jean-Pierre Nadal, Néstor Parga

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1994

Duality Between Learning Machines: A Bridge Between Supervised and Unsupervised Learning.

Jean-Pierre Nadal, Néstor Parga

Neural Comput., 1994

1992

Information Processing by a Perceptron.

Jean-Pierre Nadal, Néstor Parga

Int. J. Neural Syst., 1992

1989

The Organization of Metastable States in A Neural Network with Hierarchichal Patterns.

Silvia Bacci, Germán Mato, Néstor Parga

Int. J. Neural Syst., 1989