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BC
2002
193views more  BC 2002»
13 years 11 months ago
Resonant spatiotemporal learning in large random recurrent networks
Taking a global analogy with the structure of perceptual biological systems, we present a system composed of two layers of real-valued sigmoidal neurons. The primary layer receives...
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
BC
2002
84views more  BC 2002»
13 years 11 months ago
Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates
Synaptic plasticity is believed to underlie the formation of appropriate patterns of connectivity that stabilize stimulus-selective reverberations in the cortex. Here we present a ...
Stefano Fusi
BC
2002
72views more  BC 2002»
13 years 11 months ago
Spatiotemporal specificity of synaptic plasticity: cellular rules and mechanisms
Abstract. Recent experimental results on spike-timingdependent plasticity (STDP) and heterosynaptic interaction in various systems have revealed new temporal and spatial properties...
Guo-Qiang Bi