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Jesus M. Cortes

Neuroscience, Brain connectivity and Machine Learning
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Jesus M. Cortes

Neuroscience, Brain connectivity and Machine Learning
  • Search
  • Home
  • Biosketch
  • Latest News
  • Talks
  • Publications
    • JCR Articles
    • non JCRs
    • Abstracts
  • Teaching

Paolo Bonifazi School of Physics and Astronomy. Tel Aviv University, Israel. Bridging the gap between structural and functional connectivity in neuronal microcircuits: experimental and theoretical insights May 30, 2014. 12.00am One of the main challenges of modern neuroscience is to understand how network dynamics are related to anatomical connectivity. Structural–functional studies of neuronal networks have recently benefited from considerable progress in different areas of investigation. Advances in molecular genetics and […]

Latest News

Paolo Bonifazi talk

Published October 26, 2015

Roberta Russo Department of Physics. University of Napoli, Italy Brain modularity controls the critical behavior of spontaneous activity May 9, 2014. 10.00am The human brain exhibits a complex structure made of scale-free highly connected modules loosely interconnected by weaker links to form a small-world network. These features appear in healthy patients whereas neurological diseases often modify this structure. An important open question concerns the role of brain modularity in sustaining […]

Latest News

Roberta Russo talk

Published October 26, 2015

Sebastiano Stramaglia. Ikerbasque Visiting Professor. BioCruces. Bari University, Italy Neuroimaging Methods for Systems Neuroscience and Disease: Insights from Information Theory and Causality Jan 28, 2014. 8.30am Contemporary neuroimaging methods can shed light on the basis of human neural and cognitive specializations, with important implications for neuroscience and medicine. Human brain shows properties of both segregation and integration; the first property accounts for its modularity and specialization, whilst the integration is […]

Latest News

3rd Stramaglia talk

Published October 26, 2015

Marcos J. Arauzo-Bravo Max Planck Institute for Molecular Biomedicine. Muenster, Germany Development of computational tools for understanding the crosstalk between genetic and epigenetic networks Fri Feb 8, 2013. 1.00pm We develop computational biology tools which help to close the gap between the biological and computational way of explaining biological problems. We use such tools to understand the complexity of the hidden DNA language that codifies the regulation of the gene […]

Latest News

Marcos Arauzo talk

Published October 26, 2015

Alberto Llera PhD student Donders Institute for Brain, Cognition and Behaviour Radboud University Nijmegen, The Netherlands Análisis de datos EEG/MEG y su aplicación en la construcción de Interfaces Cerebro-Máquina Adaptativas Thu Jan 31, 2013. 1.00pm La identificación y caracterización de patrones de actividad cerebral es en los últimos años un área muy intensa de investigación científica y con importantes aplicaciones no sólo biomédicas y neurológicas, sino también para la industria […]

Latest News

Alberto Llera talk

Published October 26, 2015

La Herradura, Tropical Coast of Granada, Spain The Granada Seminar titled “PHYSICS, COMPUTATION, and THE MIND” was done on 17-21 September 2012. More information at ERGODIC/UGR

Latest News

12th Granada Seminar

Published October 26, 2015

This is a list of cool posters in which my name has been pressed in so far (chronological order): 1. As the moderator in the Brain Panel Discussion here 2. As the Spanish Ambassador in the NIPS 2011 Annual Conference here 3. As the Front Cover in the journal EPJ-Plus here 4. As the program chair in the BCAM Workshop: Quantitative Biomedicine for Health and Disease. Feb 17-18, 2015 here

Latest News

Cool posters

Published October 26, 2015

Dr Joaquin Goñi Indiana University, USA Complex Systems in Neuroscience Thu Sept 13, 2012. 1.00pm Advanced neuroimaging techniques permit to get estimates of neural organization, connectivity and functioning within the human brain. In the last years, there is an increasing evidence that these aspects are not independent of each other but closely inter-related both in healthy and in impaired conditions. By using different frameworks, mainly Network theory, Information theory and […]

Latest News

Joaquin Goñi talk

Published October 26, 2015

PHYSICS, COMPUTATION, AND THE MIND – ADVANCES AND CHALLENGES AT INTERFACES More information at here

Latest News

New Book

Published October 26, 2015

NIPS-2011 Satellite Meeting on CAUSAL GRAPHS: LINKING BRAIN STRUCTURE TO FUNCTION Dec 11, 2011. Carmen de la Victoria, Granada Single-day workshop funded by CEI BIOTIC and GENIL, grant IMS-2010-1 Organizers Institutions in Granada University: Departamento de Ciencias de la Computacion e Inteligencia Artificial (Jesus M Cortes) and Institute Carlos I for Theoretical and Computational Physics (Miguel A Munoz) The Workshop “Causal Graphs: Linking Brain Structure to Function” is over and […]

Latest News

NIPS-2011 Satellite

Published October 26, 2015

Dr Serafim Rodrigues Centre for Robotics and Neural Systems. Plymouth University, UK Model reductions, excitability and application to granule cells Mon Dec 5, 2011. 12.00am This talk aims to provide some insight about neuronal model reductions and understand the mathematical origin of excitability. To do so, techniques from singular perturbation theory applied to slow-fast systems will be recalled. We will apply these techniques to the standard Hodgkin-Huxley model, showing how […]

Latest News

2nd Serafim Rodrigues talk

Published October 26, 2015

Lecturer Dr. Mathieu Desroches. Mathematical Engineering. Bristol University, UK For further information and registration, see the OSL link

Latest News

XPPAUT Tutorial

Published October 26, 2015

Dr Mathieu Desroches University of Bristol, UK Numerical continuation: theory, implementation and recent advances Wed June 29, 2011. 11.00am In this talk, I will introduce the basics of numerical continuation, which is a family of schemes allowing to compute branches of solutions of nonlinear equations depending on one or several parameters. I will explain the theoretical grounds of this method as well as its numerical implementation to compute branches of […]

Latest News

Mathieu Desroches talk

Published October 26, 2015

Dr Serafim Rodrigues University of Bristol, UK A mathematical and computational paradigm to compute stability boundaries and bifurcations directly from data in closed-loop experiments Tue June 28, 2011. 11.00am I will present a novel paradigm that enables to track unstable states and transitions between qualitatively different dynamics from noisy experimental data. These data are recorded from real-time computer-controlled closed-loop experiments such as dynamic-clamp in electrophysiology, HILL systems in electronics and […]

Latest News

1st Serafim Rodrigues talk

Published October 26, 2015

Dr Sebastiano Stramaglia University of Bari, Italy Redundant variables and Granger causality Wed May 4, 2011. 5.30pm An important notion in information theory is the redundancy in a group of variables, usually formalized as a generalization of the mutual information. The application of multivariate Granger causality, in presence of redundant variables, leads to under-estimation of causalities. The notions of redundancy and synergy can be developed in the frame of causality, […]

Latest News

2nd Stramaglia talk

Published October 26, 2015

Dr. Andrea Greve Wales Institute of Cognitive Neuroscience. School of Psychology. Cardiff University, UK Brain Networks: the time and place for network analysis methods in Neuroscience Fri Apr 29, 2011. 11.00am The brain is a highly complex system whose individual components (e.g. nerve cells) are linked by a dense web of intricate connectivity which achieve complex pattern of information transfer that guide our behaviour, shape our thoughts and allow us […]

Latest News

Andrea Greve talk

Published October 26, 2015

Press Sejnowski Interview to Prof. Sejnowski (by Ideal) Newspaper “Ideal” Newspaper “Granada Hoy” Campus Biotic Canal UGR

Latest News

In the media, Sejnowski visit

Published October 26, 2015

2015, Bridging the gap between brain structural and functional networks. 13th Granada Seminar on Computational Physics. Granada, Spain

Talks

Bridging the gap between brain structural and functional networks

Published October 26, 2015

2014, Computational Neuroimaging for Health and Disease. Keynote speaker. KES International Conference on Innovation in Medicine and Healthcare (InMed-14). San Sebastian, Spain

Talks

Computational Neuroimaging for Health and Disease

Published October 26, 2015

2014, Novel results from brain connectivity methods in clinical neuroscience. Radboud University Nijmegen. Nijmegen, The Netherlands

Talks

Novel results from brain connectivity methods in clinical neuroscience

Published October 26, 2015

2014, New results for linking brain structure to function: insights from Information Theory and Complex Networks Analysis. Biomed Seminars. Leioa, Spain

Talks

New results for linking brain structure to function: insights from Information Theory and …

Published October 26, 2015

2014, New results for linking brain structure to function: insights from Information Theory and Complex Networks Analysis. BCBL. San Sebastian, Spain

Talks

New results for linking brain structure to function: insights from Information Theory and …

Published October 26, 2015

2013, Towards quantification of brain pathologies: insights from information theory, bayesian inference and signal processing. BCAM Seminar. Bilbao, Spain

Talks

Towards quantification of brain pathologies: insights from information theory, bayesian inference and signal …

Published October 26, 2015

2013, Towards objective neuroimaging markers in clinical neuroscience. Computational Neuroscience Meeting (CNS). Workshop on Networks Neuroscience: Structure and Dynamics. Paris, France

Talks

Towards objective neuroimaging markers in clinical neuroscience

Published October 26, 2015

2013, Towards objective neuroimaging markers in clinical neuroscience. Insights from Information Theory and Complex Networks Analysis. Special Session on Brain Connectivity and Dynamics. NDES 2013. Bari, Italy

Talks

Towards objective neuroimaging markers in clinical neuroscience

Published October 26, 2015

2013, Towards objective neuroimaging markers in clinical neuroscience. Insights from Information Theory and Complex Networks Analysis. Neurogune 2013. Bilbao, Spain

Talks

Towards objective neuroimaging markers in clinical neuroscience

Published October 26, 2015

2012, TIC y Neurociencias. Invited talk. SEMATICA 2012. Granada, Spain

Talks

TIC y Neurociencias

Published October 26, 2015

2011, The effect of neural adaptation of population coding accuracy. Invited talk. University of Bristol, UK

Talks

The effect of neural adaptation of population coding accuracy

Published October 26, 2015

2011, Neural adaptation reduces energy cost while preserving coding accuracy. Invited talk. INFN Sezione di Bari, Italy

Talks

Neural adaptation reduces energy cost while preserving coding accuracy

Published October 26, 2015

2010, Invariance of population coding accuracy during visual adaptation. 11th Granada Seminar on Computational and Statistical Physics. Granada, Spain

Talks

Invariance of population coding accuracy during visual adaptation

Published October 26, 2015

[spanish]

Jesus M. Cortes, Physicist, Data Scientist:

  • More than 25 years experience - In research, working in data science, including modeling, analyses, and image processing, see my ORCID profile at https://orcid.org/0000-0002-9059-8194
  • High interdisciplinary experience - Combining physics, neuroscience, neuroimaging, data science, engineering, and medicine.
  • Getting funding - In competitive calls and working with the industry, achieving funding for more than 9,30 Millions Euros.
  • Science communication - Giving more than 127 talks at the international level, and publishing 135 articles indexed in Journal Citation Reports, 105 of them in the first quartile.
  • Training of qualified professionals - Supervising more than 40 students, including Bachelor, Master, and Thesis.
  • Research projects evaluation - Regularly for different funding agencies such as Spanish National Science and Health Ministry, and also at international programs, such as the Marie Sklodowska-Curie Actions, the Israel Science Foundation, the Research Foundation Flanders (FWO), the EPSRC in the UK, and the BBSRC in the UK.

Contact - If you are interested in knowing details or possibilities of collaboration:
Jesus M. Cortes, Ph.D.:
jesus.m.cortes@gmail.com
Computational Neuroimaging Lab
BioBizkaia Health Research Institute
Hospital Universitario Cruces
Plaza de Cruces, s/n E-48903. Barakaldo, Spain
Tel +34 94 600 6000 (ext. 5199)


 

Jesus M. Cortes, Físico, Científico de Datos:

  • Más de 25 años de experiencia - En investigación, trabajando con datos, en modelado, análisis e imágenes. Consulte mi perfil profesional ORCID en https://orcid.org/0000-0002-9059-8194
  • Altamente interdisciplinar - Combinando física, neurociencias, neuroimagen, ciencia de datos, ingeniería y medicina.
  • Consiguiendo financiación - En convocatorias competitivas y trabajando con la industria, habiendo conseguido más de 9,30 Millones de Euros.
  • Difusión internacional - Impartiendo más de 127 charlas a nivel internacional y publicando más 135 artículos indexados en el Journal Citation Reports, 105 de ellos en primer cuartil.
  • Formación de personal cualificado - Supervisando a más de 40 estudiantes, incluyendo Licenciatura, Maestría y Tesis.
  • Evaluación de proyectos - Lo hago de forma habitual en el Plan Nacional de Ciencia y Salud Español, y en programas internacionales, incluidas las acciones Marie Sklodowska-Curie, la Israel Science Foundation, la Research Foundation Flanders (FWO), EPSRC en Reino Unido y BBSRC en Reino Unido.
  • Contacta - Si estás interesado en conocer detalles o posibilidades de colaboración:

Jesus M. Cortes, Ph.D.:
jesus.m.cortes@gmail.com
Computational Neuroimaging Lab
BioBizkaia Health Research Institute
Hospital Universitario Cruces
Plaza de Cruces, s/n E-48903. Barakaldo, Spain
Tel +34 94 600 6000 (ext. 5199)

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