Ramón Huerta

According to our database, Ramón Huerta authored at least 58 papers between 1993 and 2024.

Collaborative distances:

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

2024

Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination.

Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramón Huerta, Ivan Vulic

CoRR, 2024

2023

Gain modulation and odor concentration invariance in early olfactory networks.

Emiliano Marachlian, Ramón Huerta, Fernando Locatelli

PLoS Comput. Biol., 2023

Hedonic Prices and Quality Adjusted Price Indices Powered by AI.

Patrick Bajari, Zhihao Cen, Victor Chernozhukov, Manoj Manukonda, Suhas Vijaykumar, Jin Wang, Ramón Huerta, Junbo Li, Ling Leng, George Monokroussos, Shan Wan

CoRR, 2023

2018

Stimulus space complexity determines the ratio of specialist and generalist neurons during pattern recognition.

Aaron Montero, Ramón Huerta, Francisco B. Rodríguez

J. Frankl. Inst., 2018

2017

FBB: a fast Bayesian-bound tool to calibrate RNA-seq aligners.

Irene Rodríguez-Luján, Jeff Hasty, Ramón Huerta

Bioinform., 2017

Exploring a Mathematical Model of Gain Control via Lateral Inhibition in the Antennal Lobe.

Aaron Montero, Thiago Mosqueiro, Ramón Huerta, Francisco B. Rodríguez

Proceedings of the Advances in Computational Intelligence, 2017

2016

Gas sensors for home activity monitoring.

Flavia Huerta, Ramón Huerta

Dataset, July, 2016

Improvements on parsimonious extreme learning machine using recursive orthogonal least squares.

Yong-Ping Zhao, Ramón Huerta

Neurocomputing, 2016

Online Decorrelation of Humidity and Temperature in Chemical Sensors for Continuous Monitoring.

Ramón Huerta, Thiago Mosqueiro, Jordi Fonollosa, Nikolai F. Rulkov, Irene Rodríguez-Luján

CoRR, 2016

Non-parametric change point detection for spike trains.

Thiago Mosqueiro, Martin Strube-Bloss, Rafael Tuma, Reynaldo D. Pinto, Brian H. Smith, Ramón Huerta

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Regulation of specialists and generalists by neural variability improves pattern recognition performance.

Aaron Montero, Ramón Huerta, Francisco B. Rodríguez

Neurocomputing, 2015

Specialist Neurons in Feature Extraction Are Responsible for Pattern Recognition Process in Insect Olfaction.

Aaron Montero, Ramón Huerta, Francisco B. Rodríguez

Proceedings of the Artificial Computation in Biology and Medicine, 2015

2014

Chemical Discrimination in Turbulent Gas Mixtures with MOX Sensors Validated by Gas Chromatography-Mass Spectrometry.

Jordi Fonollosa, Irene Rodríguez-Luján, Marco Trincavelli, Alexander Vergara, Ramón Huerta

Sensors, 2014

Incremental kernel minimum squared error (KMSE).

Yong-Ping Zhao, Kang-Kang Wang, Jie Liu, Ramón Huerta

Inf. Sci., 2014

Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition.

Aaron Montero, Ramón Huerta, Francisco B. Rodríguez

Proceedings of the Engineering Applications of Neural Networks, 2014

2013

Gain Control Network Conditions in Early Sensory Coding.

Eduardo Serrano, Thomas Nowotny, Rafael Levi, Brian H. Smith, Ramón Huerta

PLoS Comput. Biol., 2013

Nonlinear support vector machines can systematically identify stocks with high and low future returns.

Ramón Huerta, Fernando J. Corbacho, Charles Elkan

Algorithmic Finance, 2013

Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination.

Aaron Montero, Ramón Huerta, Francisco B. Rodríguez

Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2012

Hierarchical linear support vector machine.

Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta

Pattern Recognit., 2012

Inhibition in Multiclass Classification.

Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan

Neural Comput., 2012

Dynamical SVM for Time Series Classification.

Ramón Huerta, Shankar Vembu, Mehmet K. Muezzinoglu, Alexander Vergara

Proceedings of the Pattern Recognition, 2012

On the equivalence of Hebbian learning and the SVM formalism.

Thomas Nowotny, Ramón Huerta

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection.

Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta

Pattern Recognit. Lett., 2011

2010

Quadratic Programming Feature Selection.

Irene Rodríguez-Luján, Ramón Huerta, Charles Elkan, Carlos Santa Cruz

J. Mach. Learn. Res., 2010

Transients versus attractors in Complex Networks.

Mehmet K. Muezzinoglu, Irma Tristan, Ramón Huerta, Valentin S. Afraimovich, Mikhail I. Rabinovich

Int. J. Bifurc. Chaos, 2010

A unified framework for Volatile Organic Compound classification and regression.

Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Chemosensor-Driven Artificial Antennal Lobe Transient Dynamics Enable Fast Recognition and Working Memory.

Mehmet K. Muezzinoglu, Ramón Huerta, Henry D. I. Abarbanel, Margaret A. Ryan, Mikhail I. Rabinovich

Neural Comput., 2009

Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain.

Ramón Huerta, Thomas Nowotny

Neural Comput., 2009

Optimal Serverless Networks Attacks, Complexity and some Approximate Algorithms.

Carlos Aguirre, Ramón Huerta, Lev S. Tsimring

J. Univers. Comput. Sci., 2009

Techniques for temporal detection of neural sensitivity to external stimulation.

Francisco B. Rodríguez, Ramón Huerta

Biol. Cybern., 2009

2008

Transient Cognitive Dynamics, Metastability, and Decision Making.

Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich

PLoS Comput. Biol., 2008

Artificial Olfactory Brain for Mixture Identification.

Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta, Thomas Nowotny, Nikolai F. Rulkov, Henry D. I. Abarbanel, Allen I. Selverston, Mikhail I. Rabinovich

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information.

Gregory R. Stiesberg, Marcelo Bussotti Reyes, Pablo Varona, Reynaldo D. Pinto, Ramón Huerta

Neural Comput., 2007

2006

Generation and reshaping of sequences in neural systems.

Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich

Biol. Cybern., 2006

2005

Self-organization in the olfactory system: one shot odor recognition in insects.

Thomas Nowotny, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich

Biol. Cybern., 2005

2004

Analysis of perfect mappings of the stimuli through neural temporal sequences.

Francisco de Borja Rodríguez Ortiz, Ramón Huerta

Neural Networks, 2004

Learning Classification in the Olfactory System of Insects.

Ramón Huerta, Thomas Nowotny, Marta García-Sánchez, Henry D. I. Abarbanel, Mikhail I. Rabinovich

Neural Comput., 2004

Neural networks with Hebbian learning do not outperform random ones in fan-out systems.

Marta García-Sánchez, Ramón Huerta

Neurocomputing, 2004

Biomimetic Central Pattern Generators for Robotics and Prosthetics.

Allen I. Selverston, Mikhail I. Rabinovich, Ramón Huerta, Thomas Nowotny, Rafael Levi, Yura Axshavsky, Alexander Volkovskii, Joseph Ayers, Reynaldo D. Pinto

Proceedings of the 2004 IEEE International Conference on Robotics and Biomimetics, 2004

2003

Decoding Temporal Information Through Slow Lateral Excitation in the Olfactory System of Insects.

Thomas Nowotny, Mikhail I. Rabinovich, Ramón Huerta, Henry D. I. Abarbanel

J. Comput. Neurosci., 2003

Design Parameters of the Fan-Out Phase of Sensory Systems.

Marta García-Sánchez, Ramón Huerta

J. Comput. Neurosci., 2003

Static and Dynamic Properties of Small-world Connection Topologies Based on Transit-stub Networks.

Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta

Complex Syst., 2003

Dynamical synaptic plasticity: a model and connection to some experiments.

A. Whitehead, Mikhail I. Rabinovich, Ramón Huerta, Valentin P. Zhigulin, Henry D. I. Abarbanel

Biol. Cybern., 2003

Explaining synchrony in feed-forward networks (Erratum).

Thomas Nowotny, Ramón Huerta

Biol. Cybern., 2003

Explaining synchrony in feed-forward networks: .

Thomas Nowotny, Ramón Huerta

Biol. Cybern., 2003

Biophysical model of synaptic plasticity dynamics.

Henry D. I. Abarbanel, Leif Gibb, Ramón Huerta, Mikhail I. Rabinovich

Biol. Cybern., 2003

2002

Analysis of Biologically Inspired Small-World Networks.

Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual

Proceedings of the Artificial Neural Networks, 2002

2001

Regularization mechanisms of spiking-bursting neurons.

Pablo Varona, Joaquín J. Torres, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich

Neural Networks, 2001

Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability.

Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta

Neural Networks, 2001

Topology selection by chaotic neurons of a pyloric central pattern generator.

Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich

Biol. Cybern., 2001

Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information.

Francisco de Borja Rodríguez Ortiz, Pablo Varona, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel

Proceedings of the Connectionist Models of Neurons, 2001

A Realistic Substrate for Small-World Networks Modelling.

Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta

Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

2000

A Central pattern generator to control a pyloric-based system.

Ramón Huerta, Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza

Biol. Cybern., 2000

Modeling observed chaotic oscillations in bursting neurons: the role of calcium dynamics and IP₃.

Martin Falcke, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel, Robert C. Elson, Allen I. Selverston

Biol. Cybern., 2000

Small-World Topology for Multi-Agent Collaboration.

Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta

Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

1996

Synchronized Action of Synaptically Coupled Chaotic Model Neurons.

Henry D. I. Abarbanel, Ramón Huerta, Mikhail I. Rabinovich, Nikolai F. Rulkov, Peter F. Rowat, Allen I. Selverston

Neural Comput., 1996

1994

Analysis and Forecasting of Time Series by Averaged Scalar Products of Flow Vectors.

Carlos Santa Cruz, Ramón Huerta, José R. Dorronsoro, Vicente López

Complex Syst., 1994

1993

Recurrent and Feedforward Polynomial Modeling of Coupled Time Series.

Vicente López, Ramón Huerta, José R. Dorronsoro

Neural Comput., 1993