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Receptive field optimisation and supervision of a fuzzy spiking neural network
(2011-04)
This paper presents a supervised training algorithm that implements fuzzy reasoning on a spiking neural network. Neuron selectivity is facilitated using receptive fields that enable individual neurons to be responsive to ...
Systematic mapping between dendritic function and structure
(2009)
For many classes of neurons, the relationship between computational function and dendritic morphology remains unclear. To gain insights into this relationship, we utilize an inverse approach in which we optimize model ...