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Author profile at the institutional portal

Sanchez-montańes Isla, Manuel Antonio manuel.smontanes@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

The effect of low number of points in clustering validation via the negentropy increment

  • Lago-Fernandez, Luis F.
  • Sanchez-Montanes, Manuel
  • Corbacho, Fernando;

Neurocomputing (p. 2657-2664) - 1/9/2011

10.1016/j.neucom.2011.03.023 View at source

  • ISSN 09252312

Spatio-temporal information in an artificial olfactory mucosa

  • Sanchez-Montanes, Manuel A.
  • Gardner, Julian W.
  • Pearce, Timothy C.;

Proceedings Of The Royal Society A-Mathematical Physical And Engineering Sciences (p. 1057-1077) - 8/4/2008

10.1098/rspa.2007.0140 View at source

  • ISSN 13645021

Prediction of manifest refraction using machine learning ensemble models on wavefront aberrometry data

  • Hernández CS
  • Gil A
  • Casares I
  • Poderoso J
  • Wehse A
  • Dave SR
  • Lim D
  • Sánchez-Montañés M
  • Lage E
... View more Collapse

Journal Of Optometry (p. S22-S31) - 1/1/2022

10.1016/j.optom.2022.03.001 View at source

  • ISSN 19891342

Optimal classification of Gaussian processes in homo- and heteroscedastic settings

  • Torrecilla, Jose L.
  • Ramos-Carreno, Carlos
  • Sanchez-Montanes, Manuel
  • Suarez, Alberto;

Statistics And Computing (p. 1091-1111) - 1/7/2020

10.1007/s11222-020-09937-7 View at source

  • ISSN 09603174

Multiple Scenarios of Quality of Life Index Using Fuzzy Linguistic Quantifiers: The Case of 85 Countries in Numbeo

  • Shu, Ziwei
  • Alberto Carrasco, Ramon
  • Portela Garcia-Miguel, Javier
  • Sanchez-Montanes, Manuel;

Mathematics - 1/6/2022

10.3390/math10122091 View at source

  • ISSN 22277390

Machine learning for mortality analysis in patients with COVID-19

  • Sánchez-Montañés M
  • Rodríguez-Belenguer P
  • Serrano-López AJ
  • Soria-Olivas E
  • Alakhdar-Mohmara Y

International Journal Of Environmental Research And Public Health (p. 1-20) - 2/11/2020

10.3390/ijerph17228386 View at source

  • ISSN 16604601

Local and global gating of synaptic plasticity

  • Sánchez-Montañés MA, Verschure PF, König P

Neural Computation (p. 519-529) - 1/1/2000

10.1162/089976600300015682 View at source

  • ISSN 08997667

Learning sensory maps with real-world stimuli in real time using a biophysically realistic learning rule

  • Sanchez-Montanes MA, Konig P, Verschure PJ

Ieee Transactions On Neural Networks (p. 619-632) - 1/5/2002

10.1109/tnn.2002.1000128 View at source

  • ISSN 10459227

Improved Odour Detection through Imposed Biomimetic Temporal Dynamics

  • Pearce, Tim C.
  • Sanchez-Montanes, Manuel A.
  • Gardner, Julian W.;

Studies In Computational Intelligence (p. 75-91) - 24/3/2009

10.1007/978-3-642-00176-5_5 View at source

  • ISBN 978-3-642-00175-8
  • ISSN 1860949X

Imaging hypothalamic activity using diffusion weighted magnetic resonance imaging in the mouse and human brain

  • Lizarbe, Blanca
  • Benitez, Ania
  • Sanchez-Montanes, Manuel
  • Lago-Fernandez, Luis F.
  • Garcia-Martin, Maria L.
  • Lopez-Larrubia, Pilar
  • Cerdan, Sebastian;
... View more Collapse

Neuroimage (p. 448-457) - 1/1/2013

10.1016/j.neuroimage.2012.09.033 View at source

  • ISSN 10538119

This researcher has no books.

Class Prediction in Test Sets with Shifted Distributions

  • Perez, Oscar
  • Sanchez-Montañes Isla, Manuel Antonio

Encyclopedia of Artificial Intelligence (p. 282-288) - 1/1/2009

10.4018/978-1-59904-849-9.ch044 View at source

A new learning strategy for classification problems with different training and test distributions

  • Perez, Oscar
  • Sanchez-Montanes, Manuel;

Lecture Notes In Computer Science (p. 178-185) - 1/1/2007

10.1007/978-3-540-73007-1_22 View at source

  • ISBN 978-3-540-73006-4
  • ISSN 03029743

Why do olfactory neurons have unspecific receptive fields?

  • Sánchez-Montañés MA, Pearce TC

Biosystems (p. 229-238) - 1/10/2002

10.1016/s0303-2647(02)00081-3 View at source

  • ISSN 03032647

What can we learn from theoretical models of the olfactory system?

  • Sanchez-Montañes Isla, Manuel Antonio
  • Pearce, Tim C

Chemical Senses (p. E24-E24) - 4/9/2006

  • ISSN 0379864X
  • iMarina

Validation of Unimodal Non-Gaussian Clusters

  • Lago-Fernández L.F., Aragón J., Sánchez-Montañés M.

Lecture Notes In Computer Science (p. 601-611) - 1/1/2019

10.1007/978-3-030-20518-8_50 View at source

  • ISSN 03029743

Towards inferring sequential-global dimension of learning styles from mouse movement patterns

  • Spada, Danilo
  • Sanchez-Montanes, Manuel
  • Paredes, Pedro
  • Carro, Rosa M.;

Lecture Notes In Computer Science (p. 337-340) - 1/1/2008

10.1007/978-3-540-70987-9_48 View at source

  • ISSN 03029743

Towards a new information processing measure for neural computation

  • Sanchez-Montanes, MA
  • Corbacho, FJ;

Lecture Notes In Computer Science (p. 637-642) - 1/1/2002

10.1007/3-540-46084-5_104 View at source

  • ISSN 03029743

Towards a more realistic evaluation: Testing the ability to predict future tastes of matrix factorization-based recommenders

  • Campos P
  • Díez F
  • Sánchez-Montañés M

Recsys '11: Proceedings Of The Fifth Acm Conference On Recommender Systems (p. 309-312) - 1/1/2011

10.1145/2043932.2043990 View at source

  • ISBN 978-1-4503-0683-6

Strategies for the optimization of large scale networks of integrate and fire neurons

  • Sanchez-Montañes Isla, Manuel Antonio

Lecture Notes In Computer Science (p. 117-125) - 1/1/2001

10.1007/3-540-45720-8_14 View at source

  • ISBN 9783540422358
  • ISSN 03029743

Ratio coding of odour mixtures in olfactory receptor neurons

  • Sanchez-Montañes Isla, Manuel Antonio
  • Pearce, Tim C

Chemical Senses (p. E95-E96) - 4/9/2006

  • ISSN 0379864X
  • iMarina

Modelling Selforganization in the Visual Cortex

  • Sanchez-Montañes Isla, Manuel Antonio
  • Sigüenza Pizarro, Juan Alberto
  • Corbacho, F

16/9/1998

  • iMarina

Learning to classify objects from real visual images: a biologically inspired approach

  • Lago Fernandez, Luis Fernando
  • Sanchez-Montañes Isla, Manuel Antonio
  • Corbacho Abelaira, Fernando

25/10/2000

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Validación de clusters basada en la negentropía de la partición, con aplicación al análisis automático de imágenes.

  • Sebastian Cerdan Garcia Esteller (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Gonzalez Marcos, Ana Maria (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador principal (IP))

Period: 01-01-2011 - 31-03-2012

  • iMarina

Programa I2M2: Imagen Molecular Multimodal de la Inflamación.

  • Tim Pearce (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 01-01-2012 - 31-12-2015

  • iMarina

Imagen multimodal de la respuesta terapéutica a estrategias multidiana en enfermedades neurológicas

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 01-01-2018 - 31-12-2021

Type of funding: Regional

Amount of funding: 2895344,00 Euros.

  • iMarina

Estudio de nuevos modelos de procesamiento complejo de información en neurociencia computacional.

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Latorre Camino, Roberto (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador/a)
  • Sigüenza Pizarro, Juan Alberto (Investigador/a)
  • Rodriguez Ortiz, Francisco Borja (Investigador/a)
  • Fernando Corbacho Abelaira (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Dominguez Carreta, David Renato (Investigador/a)
  • Miravet Fuster, Carlos Enrique (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Varona Martinez, Pablo (Investigador principal (IP))
... View more Collapse

Period: 12-01-2003 - 30-11-2005

  • iMarina

Creación de modelos robustos en problemas de predicción reales cuos conjuntos de entrenamiento y test siguen distribuciones estadísticas diferentes.

  • Herrero Carron, Fernando (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador/a)
  • Tejedor Noguerales, Javier (Investigador/a)
  • Fabiano Baroni (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Echeverria Rey, Alejandro (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))
... View more Collapse

Period: 01-01-2009 - 28-02-2010

  • iMarina

Contrato para la realización del proyecto de investigación: Solución Big Data Analytics para optimizar la productividad comercial.

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 15-12-2014 - 31-03-2015

Type of funding: International

Amount of funding: 5000,00 Euros.

  • iMarina

Contrato para la realización del proyecto de investigación Tecnología de direccionamiento de audiencia para conectar campańas de publicidad sobre video online

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 15-01-2014 - 31-03-2015

Type of funding: International

Amount of funding: 10000,00 Euros.

  • iMarina

Intelligent Analysis of Cerebral Magnetic Resonance Images: Extracting Relevant Information from Small Datasets

  • Sebastián Cerdán (Director)
  • Manuel Sánchez-Montañés Isla (Director) Doctorando: Ania Benitez Sánchez del Campo

21/9/2017

  • iMarina

Artificial cognitive architecture with self-learning and self-optimization capabilities. Case studies in micromachining processes

  • Haber, Rodolfo (Codirector)
  • Quiza Sardiñas, Ramón (Codirector)
  • Sanchez-Montañes Isla, Manuel Antonio (Tutor) Doctorando: Beruvides López, Gerardo

22/9/2017

  • iMarina

Method and device for the detection of change in illumination for vision systems

  • RodrÍguez González, Sara (Inventores/autores/obtentores)
  • Sanchez-Montañes Isla, Manuel Antonio (Inventores/autores/obtentores)
  • Lago Fernandez, Luis Fernando (Inventores/autores/obtentores)
  • Cermeño Mediavilla, Eduardo (Inventores/autores/obtentores)
  • Pérez Fernández, Ana (Inventores/autores/obtentores)
  • López Font, Rafael (Inventores/autores/obtentores)

1/10/2017

  • iMarina
Last data update: 3/18/24 2:50 PM