Néstor Parga

Publication Activity (10 Years)

Years Active: 1989-2022
Publications (10 Years): 1

Top Topics

Genetic Algorithm Ga

Auto Associative

Trained Neural Networks

Top Venues

Publications

Néstor Parga, Luis Serrano-Fernández, Joan Falcó-Roget
Emergent Computations in Trained Artificial Neural Networks and Real Brains. CoRR (2022)
Rubén Moreno-Bote, Néstor Parga
Response of Integrate-and-Fire Neurons to Noisy Inputs Filtered by Synapses with Arbitrary Timescales: Firing Rate and Correlations. Neural Comput. 22 (6) (2010)
Jaime de la Rocha, Néstor Parga
Thalamocortical transformations of periodic stimuli: the effect of stimulus velocity and synaptic short-term depression in the vibrissa-barrel system. J. Comput. Neurosci. 25 (1) (2008)
Rubén Moreno-Bote, Alfonso Renart, Néstor Parga
Theory of Input Spike Auto- and Cross-Correlations and Their Effect on the Response of Spiking Neurons. Neural Comput. 20 (7) (2008)
Alfonso Renart, Rubén Moreno-Bote, Xiao-Jing Wang, Néstor Parga
Mean-Driven and Fluctuation-Driven Persistent Activity in Recurrent Networks. Neural Comput. 19 (1) (2007)
José M. Delgado, Antonio Turiel, Néstor Parga
Receptive fields of simple cells from a taxonomic study of natural images and suppression of scale redundancy. Neurocomputing 69 (10-12) (2006)
Rubén Moreno-Bote, Néstor Parga
Simple model neurons with AMPA and NMDA filters: role of synaptic time scales. Neurocomputing (2005)
Rubén Moreno, Néstor Parga
Response of a LIF neuron to inputs filtered with arbitrary time scale. Neurocomputing (2004)
Antonio Turiel, José M. Delgado, Néstor Parga
Learning efficient internal representations from natural image collections. Neurocomputing (2004)
Jaime de la Rocha, Rubén Moreno, Néstor Parga
Correlations modulate the non-monotonic response of a neuron with short-term plasticity. Neurocomputing (2004)
Rubén Moreno, Néstor Parga
Firing Rate for a Generic Integrate-and-Fire Neuron with Exponentially Correlated Input. ICANN (2002)
Jaime de la Rocha, Angel Nevado, Néstor Parga
Information transmission by stochastic synapses with short-term depression: neural coding and optimization. Neurocomputing (2002)
Antonio Turiel, Jean-Pierre Nadal, Néstor Parga
An Algorithm for Image Representation as Independent Levels of Resolution. ICANN (2002)
Alfonso Renart, Rubén Moreno, Jaime de la Rocha, Néstor Parga, Edmund T. Rolls
A model of the IT-PF network in object working memory which includes balanced persistent activity and tuned inhibition. Neurocomputing (2001)
Néstor Parga, Jean-Pierre Nadal
Blind source separation with time-dependent mixtures. Signal Process. 80 (10) (2000)
Martin C. M. Elliffe, Edmund T. Rolls, Néstor Parga, Alfonso Renart
A recurrent model of transformation invariance by association. Neural Networks 13 (2) (2000)
Antonio Turiel, Néstor Parga
The Multifractal Structure of Contrast Changes in Natural Images: From Sharp Edges to Textures. Neural Comput. 12 (4) (2000)
Alfonso Renart, Néstor Parga, Edmund T. Rolls
A Recurrent Model of the Interaction Between Prefrontal and Inferotemporal Cortex in Delay Tasks. NIPS (1999)
Alfonso Renart, Néstor Parga, Edmund T. Rolls
Backward Projections in the Cerebral Cortex: Implications for Memory Storage. Neural Comput. 11 (6) (1999)
Alfonso Renart, Néstor Parga, Edmund T. Rolls
Connected Cortial Recurrent Networks. IWANN (1) (1999)
Néstor Parga, Edmund T. Rolls
Transform Invariant Recognition by Association in a Recurrent Network. Neural Comput. 10 (6) (1998)
Jean-Pierre Nadal, Néstor Parga
I.C.A.: conditions on cumulants and information theoretic approach. ESANN (1997)
Antonio Turiel, Germán Mato, Néstor Parga, Jean-Pierre Nadal
Self-similarity Properties of Natural Images. NIPS (1997)
Jean-Pierre Nadal, Néstor Parga
Redundancy Reduction and Independent Component Analysis: Conditions on Cumulants and Adaptive Approaches. Neural Comput. 9 (7) (1997)
Jean-Pierre Nadal, Néstor Parga
Duality Between Learning Machines: A Bridge Between Supervised and Unsupervised Learning. Neural Comput. 6 (3) (1994)
Jean-Pierre Nadal, Néstor Parga
Information Processing by a Perceptron. Int. J. Neural Syst. 3 (Supplement) (1992)
Silvia Bacci, Germán Mato, Néstor Parga
The Organization of Metastable States in A Neural Network with Hierarchichal Patterns. Int. J. Neural Syst. 1 (1) (1989)