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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

2010, Neural adaptation reduces energy cost while preserving coding accuracy. Nanosymposium 531. Vision: Neural Coding. Society for Neuroscience Annual Meeting 2010. San Diego, USA

Talks

Neural adaptation reduces energy cost while preserving coding accuracy

Published October 26, 2015

2009, Granger Causality in Working Memory Tasks. Invited talk. Department of Electrical Engineering and Computer Science, NorthWestern University. Chicago, USA

Talks

Granger Causality in Working Memory Tasks

Published October 26, 2015

2009, Variations of coding accuracy of adaptive neural populations. Invited talk. Department of Physiology. University of Bern, Switcheland

Talks

Variations of coding accuracy of adaptive neural populations

Published October 26, 2015

2009, Variations of coding accuracy of adaptive neural populations. Invited talk. Department of Optics. University of Valencia, Spain

Talks

Variations of coding accuracy of adaptive neural populations

Published October 26, 2015

2008, Variations of coding accuracy of adaptive neural populations. Invited talk. 5th Christmas Meeting. Instituto de Neurociencias de Alicante. CSIC-Universidad Miguel Hernandez, Alicante, Spain

Talks

Variations of coding accuracy of adaptive neural populations

Published October 26, 2015

2008, Variations of population coding accuracy in the visual system. Invited talk. Laboratory of Neurophysics and Neurophysiology. University Paris-Descartes, Paris, France

Talks

Variations of population coding accuracy in the visual system

Published October 26, 2015

2008, Variations of coding accuracy by population of neurons after brief stimulus presentation. 4th COLAMN Meeting, University College London. London, UK

Talks

Variations of coding accuracy by population of neurons after brief stimulus presentation

Published October 26, 2015

2008, Variations of coding accuracy by population of neurons after brief stimulus presentation. ANC Seminar Series, University of Edinburgh, UK

Talks

Variations of coding accuracy by population of neurons after brief stimulus presentation

Published October 26, 2015

2008, Teoria de la Informacion y Adaptacion Visual: Ventajas e Inconvenientes a nivel perceptual. Invited talk. Departamento de Ciencias de la Computacion e Inteligencia Universidad de Granada, Spain

Talks

Teoria de la Informacion y Adaptacion Visual: Ventajas e Inconvenientes a nivel perceptual

Published October 26, 2015

2008, Teoria de la Informacion y Adaptacion Visual: Ventajas e Inconvenientes a nivel perceptual. Invited talk. Departamento de Psicologia Experimental. Universidad de Granada, Spain

Talks

Teoria de la Informacion y Adaptacion Visual: Ventajas e Inconvenientes a nivel perceptual

Published October 26, 2015

2008, Rapid adaptation and population coding. Invited talk. Rose F. Kennedy Center. New York, USA

Talks

Rapid adaptation and population coding

Published October 26, 2015

2008, Rapid adaptation and population coding. 3rd COLAMN Project Meeting. University of Plymouth, UK

Talks

Rapid adaptation and population coding

Published October 26, 2015

2008, Rapid adaptation and population coding. ANC Seminar Series, University of Edinburgh, UK

Talks

Rapid adaptation and population coding

Published October 26, 2015

2007, Reverse Engineering: Weight-dynamics consistent with weights distributions. CNL Seminar Series. The Salk Institute for Biological Studies. San Diego, USA

Talks

Reverse Engineering: Weight-dynamics consistent with weights distributions

Published October 26, 2015

2007, An informational perspective to visual adaptation. CNL Seminar Series. The Salk Institute for Biological Studies. San Diego, USA

Talks

An informational perspective to visual adaptation

Published October 26, 2015

2007, Synaptic depression and orientation selectivity: A potential mechanistic model of visual adaptation. Invited talk. Science Symposium in Honor of Terry Sejnowski’s 60th Birthday. The Salk Institute for Biological Studies. San Diego, USA

Talks

Synaptic depression and orientation selectivity: A potential mechanistic model of visual adaptation

Published October 26, 2015

2007, Could synaptic depression explains some properties of visual adaptation? ANC Review Day. University of Edinburgh, UK

Talks

Could synaptic depression explains some properties of visual adaptation?

Published October 26, 2015

2007, Could synaptic depression explains some properties of visual adaptation? ANC Seminar Series, University of Edinburgh, UK

Talks

Could synaptic depression explains some properties of visual adaptation?

Published October 26, 2015

2006, Long range time autocorrelations at synapses and adaptation. CNL Seminar Series. The Salk Institute for Biological Studies. San Diego, USA

Talks

Long range time autocorrelations at synapses and adaptation

Published October 26, 2015

2006, Activity dependent mechanisms: Functional importance in classical neural systems. Insitute for Non-Linear Science (INLS). Invited talk. San Diego, USA

Talks

Activity dependent mechanisms: Functional importance in classical neural systems

Published October 26, 2015

2006, Activity dependent mechanisms: Functional importance in classical neural systems. CNL Seminar Series. The Salk Institute for Biological Studies. San Diego, USA

Talks

Activity dependent mechanisms: Functional importance in classical neural systems

Published October 26, 2015

2006, Dynamical processes in familiarity discrimination. 9th Granada Seminar on Computational Physics. Granada, Spain

Talks

Dynamical processes in familiarity discrimination

Published October 26, 2015

2006, Facilitation, depression and noise at the network level. Annual Meeting of the Theoretical Neuroscience Network. Bristol, UK

Talks

Facilitation, depression and noise at the network level

Published October 26, 2015

2006, How activity dependent mechanisms affects familiarity discrimination. Invited talk. Department of Computer Science. University of Bristol, UK

Talks

How activity dependent mechanisms affects familiarity discrimination

Published October 26, 2015

2006, A competition among depression, facilitation and noise in recurrent networks with oscillatory neural activity. ANC Seminar Series, University of Edinburgh, UK

Talks

A competition among depression, facilitation and noise in recurrent networks with oscillatory neural …

Published October 26, 2015

2006, Competing dynamics in recurrent networks with partial synchronization of nodes: A perspective based on criticality. ANC Seminar Series, University of Edinburgh, UK

Talks

Competing dynamics in recurrent networks with partial synchronization of nodes: A perspective based …

Published October 26, 2015

J. M. Cortes, P. L. Garrido, J. Marro and J. J. Torres. Switching between memories in neural automata with synaptic noise. Neurocomputing 58-60: 67-71, 2004 [pdf] We present a stochastic neural automata in which activity fluctuations and synaptic intensities evolve at different temperature, the latter moving through a set of stored patterns. The network thus exhibits various retrieval phases, including one which depicts continuous switching between attractors. The switching may […]

JCR Articles Publications

Switching between memories in neural automata with synaptic noise

Published October 14, 2015

J.M. Cortes, T.J. Sejnowski and M.C.W. van Rossum. Reverse Engineering: Weight dynamics consistent with experimental weight distributions. Society for Neuroscience Annual Meeting 2007 The strengths of synaptic connections that are responsible for perception and memory change on time scales ranging from milliseconds to many days. A key question is how memories can be made stable over long periods of time despite the ongoing synaptic plasticity. The distribution of synaptic weights […]

Abstracts Publications

Weight dynamics consistent with experimental weight distributions

Published October 11, 2015

D. Marinazzo, J.M. Cortes, M. Postlethwaite and M. Hennig. Synaptic depression and multi-scale phenomena. Society for Neuroscience Annual Meeting 2007 How short term plasticity (STP) affects synaptic transmission has been widely studied during the last decade (Zucker and Regehr, 2001). During repetitive stimulation, a postsynaptic response can be facilitated or depressed or shaped by a combination of both. These effects have been successfully explained by models focusing on two main […]

Abstracts Publications

Synaptic depression and multi-scale phenomena

Published October 11, 2015

J.M.A.M. Kusters, A.P.R. Theuvenet, D.L. Ypey, W.P.M. van Meerwijk, J.M. Cortes and C.C.A.M. Gielen. Calcium Oscillations driving an excitable membrane: Hysteresis and Bi-stability. Biophysical Society: 51th Annual Meeting. Biophysical Journal 257A-257A Suppl. S, 2007 In normal rat kidney (NRK) fibroblasts the excitable membrane exhibits action potentials caused by an intracellular, IP3-mediated calcium oscillation (CaO). We modeled that process in detail and applied bifurcation analysis to investigate the dynamic behaviour of […]

Abstracts Publications

Calcium Oscillations driving an excitable membrane: Hysteresis and Bi-stability

Published October 11, 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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