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2020 – today
- 2024
[i3]Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramón Huerta, Ivan Vulic:
Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination. CoRR abs/2402.10052 (2024)- 2023
- [j40]Emiliano Marachlian
, Ramón Huerta, Fernando Locatelli:
Gain modulation and odor concentration invariance in early olfactory networks. PLoS Comput. Biol. 19(6) (2023) - [i2]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 abs/2305.00044 (2023)
2010 – 2019
- 2018
- [j39]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): 2951-2977 (2018) - 2017
- [j38]Irene Rodríguez-Luján, Jeff Hasty, Ramón Huerta:
FBB: a fast Bayesian-bound tool to calibrate RNA-seq aligners. Bioinform. 33(2): 210-218 (2017) - [c14]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: 317-326 - 2016
- [j37]Yong-Ping Zhao, Ramón Huerta:
Improvements on parsimonious extreme learning machine using recursive orthogonal least squares. Neurocomputing 191: 82-94 (2016) - [c13]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: 545-550 - [d1]Flavia Huerta, Ramón Huerta:
Gas sensors for home activity monitoring. UCI Machine Learning Repository, 2016
- [i1]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 abs/1608.01719 (2016) - 2015
- [j36]Aaron Montero, Ramón Huerta, Francisco B. Rodríguez:
Regulation of specialists and generalists by neural variability improves pattern recognition performance. Neurocomputing 151: 69-77 (2015) - [c12]Aaron Montero, Ramón Huerta, Francisco B. Rodríguez:
Specialist Neurons in Feature Extraction Are Responsible for Pattern Recognition Process in Insect Olfaction. IWINAC (1) 2015: 58-67 - 2014
- [j35]Yong-Ping Zhao, Kang-Kang Wang, Jie Liu, Ramón Huerta:
Incremental kernel minimum squared error (KMSE). Inf. Sci. 270: 92-111 (2014) - [j34]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): 19336-19353 (2014) - [c11]Aaron Montero, Ramón Huerta, Francisco B. Rodríguez:
Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition. EANN 2014: 71-80 - 2013
- [j33]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): 45-58 (2013) - [j32]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) - [c10]Aaron Montero, Ramón Huerta, Francisco B. Rodríguez:
Neuron Threshold Variability in an Olfactory Model Improves Odorant Discrimination. IWINAC (1) 2013: 16-25 - 2012
- [j31]Ramón Huerta, Shankar Vembu, José M. Amigó, Thomas Nowotny, Charles Elkan:
Inhibition in Multiclass Classification. Neural Comput. 24(9): 2473-2507 (2012) - [j30]Irene Rodríguez-Luján, Carlos Santa Cruz, Ramón Huerta:
Hierarchical linear support vector machine. Pattern Recognit. 45(12): 4414-4427 (2012) - [c9]Thomas Nowotny, Ramón Huerta:
On the equivalence of Hebbian learning and the SVM formalism. CISS 2012: 1-4 - [c8]Ramón Huerta, Shankar Vembu, Mehmet K. Muezzinoglu, Alexander Vergara:
Dynamical SVM for Time Series Classification. DAGM/OAGM Symposium 2012: 216-225 - 2011
- [j29]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): 1567-1571 (2011) - 2010
- [j28]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): 1653-1675 (2010) - [j27]Irene Rodríguez-Luján, Ramón Huerta, Charles Elkan, Carlos Santa Cruz:
Quadratic Programming Feature Selection. J. Mach. Learn. Res. 11: 1491-1516 (2010) - [c7]Mehmet K. Muezzinoglu, Alexander Vergara, Ramón Huerta:
A unified framework for Volatile Organic Compound classification and regression. IJCNN 2010: 1-7
2000 – 2009
- 2009
- [j26]Francisco B. Rodríguez, Ramón Huerta:
Techniques for temporal detection of neural sensitivity to external stimulation. Biol. Cybern. 100(4): 289-297 (2009) - [j25]Carlos Aguirre, Ramón Huerta, Lev S. Tsimring:
Optimal Serverless Networks Attacks, Complexity and some Approximate Algorithms. J. Univers. Comput. Sci. 15(14): 2747-2764 (2009) - [j24]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): 1018-1037 (2009) - [j23]Ramón Huerta, Thomas Nowotny:
Fast and Robust Learning by Reinforcement Signals: Explorations in the Insect Brain. Neural Comput. 21(8): 2123-2151 (2009) - 2008
- [j22]Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich:
Transient Cognitive Dynamics, Metastability, and Decision Making. PLoS Comput. Biol. 4(5) (2008) - [c6]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: 1121-1128 - 2007
- [j21]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): 974-993 (2007) - 2006
- [j20]Mikhail I. Rabinovich, Ramón Huerta, Pablo Varona, Valentin S. Afraimovich:
Generation and reshaping of sequences in neural systems. Biol. Cybern. 95(6): 519-536 (2006) - 2005
- [j19]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): 436-446 (2005) - 2004
- [j18]Marta García-Sánchez, Ramón Huerta:
Neural networks with Hebbian learning do not outperform random ones in fan-out systems. Neurocomputing 58-60: 337-342 (2004) - [j17]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): 1601-1640 (2004) - [j16]Francisco de Borja Rodríguez Ortiz, Ramón Huerta:
Analysis of perfect mappings of the stimuli through neural temporal sequences. Neural Networks 17(7): 963-973 (2004) - [c5]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: 885-888 - 2003
- [j15]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): 229-235 (2003) - [j14]Henry D. I. Abarbanel, Leif Gibb, Ramón Huerta, Mikhail I. Rabinovich:
Biophysical model of synaptic plasticity dynamics. Biol. Cybern. 89(3): 214-226 (2003) - [j13]Thomas Nowotny, Ramón Huerta:
Explaining synchrony in feed-forward networks: . Biol. Cybern. 89(4): 237-241 (2003) - [j12]Thomas Nowotny, Ramón Huerta:
Explaining synchrony in feed-forward networks (Erratum). Biol. Cybern. 89(6): 449 (2003) - [j11]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) - [j10]Marta García-Sánchez, Ramón Huerta:
Design Parameters of the Fan-Out Phase of Sensory Systems. J. Comput. Neurosci. 15(1): 5-17 (2003) - [j9]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): 271-281 (2003) - 2002
- [c4]Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual:
Analysis of Biologically Inspired Small-World Networks. ICANN 2002: 27-32 - 2001
- [j8]Ramón Huerta, Pablo Varona, Mikhail I. Rabinovich:
Topology selection by chaotic neurons of a pyloric central pattern generator. Biol. Cybern. 84(1) (2001) - [j7]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): 687-696 (2001) - [j6]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): 865-875 (2001) - [c3]Carlos Aguirre, Fernando J. Corbacho, Ramón Huerta:
A Realistic Substrate for Small-World Networks Modelling. DEXA Workshop 2001: 649-653 - [c2]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: 490-497 - 2000
- [j5]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): 85-94 (2000) - [j4]Martin Falcke, Ramón Huerta, Mikhail I. Rabinovich, Henry D. I. Abarbanel, Robert C. Elson, Allen I. Selverston:
Modeling observed chaotic oscillations in bursting neurons: the role of calcium dynamics and IP3. Biol. Cybern. 82(6): 517-527 (2000) - [c1]Carlos Aguirre, J. Martínez-Muñoz, Fernando J. Corbacho, Ramón Huerta:
Small-World Topology for Multi-Agent Collaboration. DEXA Workshop 2000: 231-235
1990 – 1999
- 1996
- [j3]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): 1567-1602 (1996) - 1994
- [j2]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) - 1993
- [j1]Vicente López, Ramón Huerta, José R. Dorronsoro:
Recurrent and Feedforward Polynomial Modeling of Coupled Time Series. Neural Comput. 5(5): 795-811 (1993)
Coauthor Index
aka: Francisco B. Rodríguez
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