Antoni Guillamon

PhD in Mathematics from UAB (1995)
UPC
Research areas: Mathematical Modelling, Dynamical Systems


Degree in Mathematics (1989) and PhD in Mathematics (1995) at the
Universitat Autònoma de Barcelona, within the area of dynamical
systems. He is Associate Professor at the Universitat Politècnica
de Catalunya, within the UPC Group of Dynamical Systems. He was a
postdoctoral fellow at the Courant Institute of Mathematical
Sciences (New York University) and Visiting Professor at New Jersey
Institute of Technology. From 2011 to 2015, he served as Deputy
Director of the CRM; he also represented CRM in the Monitoring
Committee of BGSMath. His research is mainly devoted to
neuroscience problems through modelling and simulations, with
special focus on the application of recent mathematical tools and
the development of new mathematical results. He is currently
interested in several problems: (1) Study of synchronization in
neuronal populations using invariant manifold's theory and response
curves associated to oscillators; (2) Network and slow-fast rate
models to study the effects of short-term synaptic depression in
brain activity; (3) Use of inference methods to estimate synaptic
conductances in order to discern functional patterns of activity;
(4) Development and study of mathematical models to understand the
factors that drive phenomena of multistable perception. Besides
neuroscience problems, he is also participating in research
projects on population dynamics, modelling and analyzing models of
prebiotic evolution (hypercycle theory).

Research lines

  • Mathematical and Computational Neuroscience
  • Dynamical Systems
  • Mathematical modelling in biology

Selected publications

  • A Guillamon, R Prohens, AE Teruel, C Vich (2017). "Estimation of synaptic conductances in the spiking regime for the McKean neuron model", SIAM J Applied Dynamical Systems 16, 1397-1424.
  • J Sardanyés, JT Lázaro, A Guillamon, E Fontich (2017). "Full Analysis of Small Hypercycles with Short-circuits in Prebiotic Evolution", Physica D 347, 90-108.
  • M Desroches, A Guillamon, E Ponce, R Prohens, S Rodrigues, AE Teruel (2016). "Canards, Folded Nodes And Mixed-Mode Oscillations In Piecewise-Linear Slow-Fast Systems", SIAM Review 58, 653-691.
  • A Guillamon, G Huguet (2009). "A computational and geometric approach to phase resetting curves and surfaces", SIAM Journal on Applied Dynamical Systems 8 (3), 1005-1042.
  • A Guillamon, DW McLaughlin, J Rinzel (2006). “Estimation of synaptic conductances”, Journal of Physiology-Paris 100 (1), 31-42.