Ramón Huerta

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 9

Top Topics

Pattern Recognition

Mass Spectrometry

Top Venues

Publications

Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramón Huerta, Ivan Vulic
Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination. CoRR (2024)
Emiliano Marachlian, Ramón Huerta, Fernando Locatelli
Gain modulation and odor concentration invariance in early olfactory networks. PLoS Comput. Biol. 19 (6) (2023)
Patrick Bajari, Zhihao Cen, Victor Chernozhukov, Manoj Manukonda, Suhas Vijaykumar, Jin Wang, Ramón Huerta, Junbo Li, Ling Leng, George Monokroussos, Shan Wan
Hedonic Prices and Quality Adjusted Price Indices Powered by AI. CoRR (2023)
Aaron Montero, Ramón Huerta, Francisco B. Rodríguez
Stimulus space complexity determines the ratio of specialist and generalist neurons during pattern recognition. J. Frankl. Inst. 355 (5) (2018)
Aaron Montero, Thiago Mosqueiro, Ramón Huerta, Francisco B. Rodríguez
Exploring a Mathematical Model of Gain Control via Lateral Inhibition in the Antennal Lobe. IWANN (1) (2017)
Irene Rodríguez-Luján, Jeff Hasty, Ramón Huerta
FBB: a fast Bayesian-bound tool to calibrate RNA-seq aligners. Bioinform. 33 (2) (2017)
Thiago Mosqueiro, Martin Strube-Bloss, Rafael Tuma, Reynaldo D. Pinto, Brian H. Smith, Ramón Huerta
Non-parametric change point detection for spike trains. CISS (2016)
Ramón Huerta, Thiago Mosqueiro, Jordi Fonollosa, Nikolai F. Rulkov, Irene Rodríguez-Luján
Online Decorrelation of Humidity and Temperature in Chemical Sensors for Continuous Monitoring. CoRR (2016)
Yong-Ping Zhao, Ramón Huerta
Improvements on parsimonious extreme learning machine using recursive orthogonal least squares. Neurocomputing 191 (2016)
Aaron Montero, Ramón Huerta, Francisco B. Rodríguez
Specialist Neurons in Feature Extraction Are Responsible for Pattern Recognition Process in Insect Olfaction. IWINAC (1) (2015)
Aaron Montero, Ramón Huerta, Francisco B. Rodríguez
Regulation of specialists and generalists by neural variability improves pattern recognition performance. Neurocomputing 151 (2015)
Jordi Fonollosa, Irene Rodríguez-Luján, Marco Trincavelli, Alexander Vergara, Ramón Huerta
Chemical Discrimination in Turbulent Gas Mixtures with MOX Sensors Validated by Gas Chromatography-Mass Spectrometry. Sensors 14 (10) (2014)
Yong-Ping Zhao, Kang-Kang Wang, Jie Liu, Ramón Huerta
Incremental kernel minimum squared error (KMSE). Inf. Sci. 270 (2014)
Aaron Montero, Ramón Huerta, Francisco B. Rodríguez
Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition. EANN (2014)
Aaron Montero, Ramón Huerta, Francisco B. Rodríguez
Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination. IWINAC (1) (2013)
Ramón Huerta, Fernando J. Corbacho, Charles Elkan
Nonlinear support vector machines can systematically identify stocks with high and low future returns. Algorithmic Finance 2 (1) (2013)
Eduardo Serrano, Thomas Nowotny, Rafael Levi, Brian H. Smith, Ramón Huerta
Gain Control Network Conditions in Early Sensory Coding. PLoS Comput. Biol. 9 (7) (2013)
Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan
Inhibition in Multiclass Classification. Neural Comput. 24 (9) (2012)
Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta
Hierarchical linear support vector machine. Pattern Recognit. 45 (12) (2012)
Thomas Nowotny, Ramón Huerta
On the equivalence of Hebbian learning and the SVM formalism. CISS (2012)
Ramón Huerta, Shankar Vembu, Mehmet K. Muezzinoglu, Alexander Vergara
Dynamical SVM for Time Series Classification. DAGM/OAGM Symposium (2012)
Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta
On the equivalence of Kernel Fisher discriminant analysis and Kernel Quadratic Programming Feature Selection. Pattern Recognit. Lett. 32 (11) (2011)
Irene Rodríguez-Luján, Ramón Huerta, Charles Elkan, Carlos Santa Cruz
Quadratic Programming Feature Selection. J. Mach. Learn. Res. 11 (2010)
Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta
A unified framework for Volatile Organic Compound classification and regression. IJCNN (2010)
Mehmet K. Muezzinoglu, Irma Tristan, Ramón Huerta, Valentin S. Afraimovich, Mikhail I. Rabinovich
Transients versus attractors in Complex Networks. Int. J. Bifurc. Chaos 20 (6) (2010)
Francisco B. Rodríguez, Ramón Huerta
Techniques for temporal detection of neural sensitivity to external stimulation. Biol. Cybern. 100 (4) (2009)
Mehmet K. Muezzinoglu, Ramón Huerta, Henry D. I. Abarbanel, Margaret A. Ryan, Mikhail I. Rabinovich
Chemosensor-Driven Artificial Antennal Lobe Transient Dynamics Enable Fast Recognition and Working Memory. Neural Comput. 21 (4) (2009)
Ramón Huerta, Thomas Nowotny
Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain. Neural Comput. 21 (8) (2009)
Carlos Aguirre, Ramón Huerta, Lev S. Tsimring
Optimal Serverless Networks Attacks, Complexity and some Approximate Algorithms. J. Univers. Comput. Sci. 15 (14) (2009)
Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta, Thomas Nowotny, Nikolai F. Rulkov, Henry D. I. Abarbanel, Allen I. Selverston, Mikhail I. Rabinovich
Artificial Olfactory Brain for Mixture Identification. NIPS (2008)
Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich
Transient Cognitive Dynamics, Metastability, and Decision Making. PLoS Comput. Biol. 4 (5) (2008)
Gregory R. Stiesberg, Marcelo Bussotti Reyes, Pablo Varona, Reynaldo D. Pinto, Ramón Huerta
Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information. Neural Comput. 19 (4) (2007)
Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich
Generation and reshaping of sequences in neural systems. Biol. Cybern. 95 (6) (2006)
Thomas Nowotny, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich
Self-organization in the olfactory system: one shot odor recognition in insects. Biol. Cybern. 93 (6) (2005)
Francisco de Borja Rodríguez Ortiz, Ramón Huerta
Analysis of perfect mappings of the stimuli through neural temporal sequences. Neural Networks 17 (7) (2004)
Ramón Huerta, Thomas Nowotny, Marta García-Sánchez, Henry D. I. Abarbanel, Mikhail I. Rabinovich
Learning Classification in the Olfactory System of Insects. Neural Comput. 16 (8) (2004)
Marta García-Sánchez, Ramón Huerta
Neural networks with Hebbian learning do not outperform random ones in fan-out systems. Neurocomputing (2004)
Allen I. Selverston, Mikhail I. Rabinovich, Ramón Huerta, Thomas Nowotny, Rafael Levi, Yura Axshavsky, Alexander Volkovskii, Joseph Ayers, Reynaldo D. Pinto
Biomimetic Central Pattern Generators for Robotics and Prosthetics. ROBIO (2004)
Thomas Nowotny, Mikhail I. Rabinovich, Ramón Huerta, Henry D. I. Abarbanel
Decoding Temporal Information Through Slow Lateral Excitation in the Olfactory System of Insects. J. Comput. Neurosci. 15 (2) (2003)
Thomas Nowotny, Ramón Huerta
Explaining synchrony in feed-forward networks: . Biol. Cybern. 89 (4) (2003)
Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
Static and Dynamic Properties of Small-world Connection Topologies Based on Transit-stub Networks. Complex Syst. 14 (1) (2003)
A. Whitehead, Mikhail I. Rabinovich, Ramón Huerta, Valentin P. Zhigulin, Henry D. I. Abarbanel
Dynamical synaptic plasticity: a model and connection to some experiments. Biol. Cybern. 88 (3) (2003)
Marta García-Sánchez, Ramón Huerta
Design Parameters of the Fan-Out Phase of Sensory Systems. J. Comput. Neurosci. 15 (1) (2003)
Henry D. I. Abarbanel, Leif Gibb, Ramón Huerta, Mikhail I. Rabinovich
Biophysical model of synaptic plasticity dynamics. Biol. Cybern. 89 (3) (2003)
Thomas Nowotny, Ramón Huerta
Explaining synchrony in feed-forward networks (Erratum). Biol. Cybern. 89 (6) (2003)
Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual
Analysis of Biologically Inspired Small-World Networks. ICANN (2002)
Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich
Topology selection by chaotic neurons of a pyloric central pattern generator. Biol. Cybern. 84 (1) (2001)
Luis Fernando Lago-Fernández, Fernando J. Corbacho, Ramón Huerta
Connection topology dependence of synchronization of neural assemblies on class 1 and 2 excitability. Neural Networks 14 (6-7) (2001)
Francisco de Borja Rodríguez Ortiz, Pablo Varona, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel
Richer Network Dynamics of Intrinsically Non-regular Neurons Measured through Mutual Information. IWANN (1) (2001)
Pablo Varona, Joaquín J. Torres, Ramón Huerta, Henry D. I. Abarbanel, Mikhail I. Rabinovich
Regularization mechanisms of spiking-bursting neurons. Neural Networks 14 (6-7) (2001)
Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta
A Realistic Substrate for Small-World Networks Modelling. DEXA Workshop (2001)
Martin Falcke, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel, Robert C. Elson, Allen I. Selverston
. Biol. Cybern. 82 (6) (2000)
Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta
Small-World Topology for Multi-Agent Collaboration. DEXA Workshop (2000)
Ramón Huerta, Manuel A. Sánchez-Montañés, Fernando J. Corbacho, Juan A. Sigüenza
A Central pattern generator to control a pyloric-based system. Biol. Cybern. 82 (1) (2000)
Henry D. I. Abarbanel, Ramón Huerta, Mikhail I. Rabinovich, Nikolai F. Rulkov, Peter F. Rowat, Allen I. Selverston
Synchronized Action of Synaptically Coupled Chaotic Model Neurons. Neural Comput. 8 (8) (1996)
Carlos Santa Cruz, Ramón Huerta, José R. Dorronsoro, Vicente López
Analysis and Forecasting of Time Series by Averaged Scalar Products of Flow Vectors. Complex Syst. 8 (1) (1994)
Vicente López, Ramón Huerta, José R. Dorronsoro
Recurrent and Feedforward Polynomial Modeling of Coupled Time Series. Neural Comput. 5 (5) (1993)