Daniel Martí

Publications

Journal articles

  1. Martí D, Rigotti M, Seok M, Fusi S (2015)
    Energy-efficient neuromorphic classifiers
    (Submitted)
  2. Martí D, Rinzel J (2013) pdf
    Dynamics of Feature Categorization
    Neural Computation, January 2013, 25(1):1-45
  3. Dean H*, Martí D*, Tsui E, Rinzel J, Pesaran B (2011) pdf
    Reaction Time Correlations during Eye-Hand Coordination: Behavior and Modeling
    The Journal of Neuroscience, February 16, 2011, 31(7):2399-2412
    * Equal contribution
  4. Deco G, Martí D, Ledberg A, Reig R, Sanchez Vives MV (2009) pdf Supporting Information
    Effective Reduced Diffusion-Models: A Data Driven Approach to the Analysis of Neuronal Dynamics
    PLoS Computational Biology 5(12): e1000587
  5. Martí D, Deco G, Mattia M, Gigante G, Del Giudice P (2008) pdf
    A fluctuation-driven mechanism for slow decision in reverberant networks
    PLoS One 3(7): e2534
  6. Deco G, Martí D (2007)
    Extended method of moments for deterministic analysis of stochastic multistable neurodynamical systems
    Physical Review E, 75: 031913, March 2007, 7pp
  7. Deco G, Martí D (2007)
    Deterministic analysis of stochastic bifurcations in multi-stable neurodynamical systems
    Biological Cybernetics, 96, 5, May 2007, pp 487-496
  8. Martí D, Deco G, del Giudice P, Mattia M (2005) pdf
    Reward-biased probabilistic decision making: mean field predictions and spiking simulations
    Neurocomputing 69 10-12, June 2006, pp 1175-1178
  9. Martí D, Pomarol A (2002) pdf
    5D Fayet-Iliopoulos terms and its phenomenological implications
    Physical Review D 66: 125005, May 2002, 16pp. UAB-FT-527, hep-ph/0205034
  10. Martí D, Pomarol A (2001) pdf
    Supersymmetric theories with compact extra dimensions in N=1 superfields
    Physical Review D 64: 105025, June 2001, 16pp. UAB-FT-518, hep-th/010625

Abstracts of posters

  1. Daniel Martí, Nicolas Brunel, Srdjan Ostojic (2014)
    Dynamics of networks of excitatory and inhibitory units with sparse, partially symmetric couplings
    Feb 2014, CNS2014, Salt Lake City UT, USA.
  2. Daniel Martí, Omri Barak, Mattia Rigotti, Stefano Fusi (2013)
    Scaling properties of multimodular networks with dynamic gating
    July 2013, CNS2013, Paris, France,
    March 2013, Cosyne 2013, Salt Lake City UT, USA.

  3. Daniel Martí, John Rinzel (2010)
    A dynamical model of fast categorization
    June 2010, Swartz Annual Meeting 2010, Yale University, New Haven CT, USA,
    September 2010, 6th Bernstein Conference on Computational Neuroscience, Berlin (Germany),
    November 2010, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego CA (USA).
  4. Heather Dean , Daniel Martí, John Rinzel, Bijan Pesaran (2009)
    A model of two interacting accumulators for reach & saccade reaction times
    October 2009, 39th Annual Meeting of the Society for Neuroscience (Neuroscience 2009), Chicago IL (USA).
  5. Martí D, Ledberg A, Roxin A, Deco G (2007)
    Nonlinear diffusion model of detection
    July 2008, CNS2008, Portland OR (USA),
    October 2007, Coherent behavior in neuronal networks 1st meeting (Cobenn2007), Mallorca (Spain).
  6. Martí D, Deco G, del Giudice P, Mattia M, Gigante G (2006)
    A fluctuation-driven mechanism for slow decision processes in reverberant networks with fast synapses
    September 2006, Conference on Mathematical Neuroscience (Neuromath06), Sant Julià de Lòria (Andorra),
    October 2006, 36th Annual Meeting of the Society for Neuroscience (Neuroscience 2006), Atlanta GA (USA).
  7. Martí D, Deco G, del Giudice P, Mattia M (2005)
    Reward-biased probabilistic decision making: mean field predictions and spiking simulations
    July 2005, 14th Annual Computational Neuroscience Meeting (CNS 2005), Madison WI (USA).

Others

  1. Lecture Notes
    Gino Del Ferraro, Chuang Wang, Daniel Martí, Marc Mézard
    Cavity Method: Message Passing from a Physics Perspective pdf
    Notes from the lectures by Marc Mézard given at the Autumn school Statistical Physics, Optimization, Inference, and Message-Passing Algorithms, held at Les Houches, France, from September 30th to October 11th 2013.
  2. A short tutorial on the path integral formalism for stochastic differential equations pdf.
    Tutorial given at the Workshop in Theoretical Neuroscience in November 2014.
  3. PhD Thesis
    Neural Stochastic Dynamics of Perceptual Decision Making pdf (3.4MB)
  4. M.Sc. Thesis
    Teories de Camps Supersimètriques amb Dimensions Extra (in Catalan) pdf (390KB)
Last modified 22 December 2015 by Daniel Martí