2 papers
q-bio.NC2003
Random Walks for Spike-Timing Dependent Plasticity
Alan Williams, Todd K. Leen, Patrick D. Roberts
Random walk methods are used to calculate the moments of negative image equilibrium distributions in synaptic weight dynamics governed by spike-timing dependent plasticity (STDP).…
physics.bio-ph2003
Stability of Negative Image Equilibria in Spike-Timing Dependent Plasticity
Alan Williams, Patrick D. Roberts, Todd K. Leen
We investigate the stability of negative image equilibria in mean synaptic weight dynamics governed by spike-timing dependent plasticity (STDP). The neural architecture of the mode…