Matthieu Gilson

Matthieu Gilson, Moritz Bürck, Anthony N. Burkitt, J. Leo van Hemmen: Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity. Neural Computation 24(9): 2251-2279 (2012)

Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt: Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity. PLoS Computational Biology 8(7) (2012)

Matthieu Gilson, Timothée Masquelier, Etienne Hugues: STDP Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains. PLoS Computational Biology 7(10) (2011)

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen: Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence. Biological Cybernetics 103(5): 365-386 (2010)

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen: Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity-strengthening correlated input pathways. Biological Cybernetics 101(2): 81-102 (2009)

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen: Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity - symmetry breaking. Biological Cybernetics 101(2): 103-114 (2009)

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen: Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity. Biological Cybernetics 101(5-6): 411-426 (2009)

Matthieu Gilson, Anthony N. Burkitt, David B. Grayden, Doreen A. Thomas, J. Leo van Hemmen: Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV. Biological Cybernetics 101(5-6): 427-444 (2009)

Anthony N. Burkitt, Matthieu Gilson, J. Leo van Hemmen: Spike-timing-dependent plasticity for neurons with recurrent connections. Biological Cybernetics 96(5): 533-546 (2007)

Matthieu Gilson, David B. Grayden, J. Leo van Hemmen, Doreen A. Thomas, Anthony N. Burkitt: Spike-Timing Dependent Plasticity in Recurrently Connected Networks with Fixed External Inputs. ICONIP (1) 2007: 102-111