Abstract :
Work on a neuromorphic chip carried out at the University of Edinburgh in the UK has revealed that the biological learning mechanism `spike-timing-dependent plasticity` (STDP) reduces the variation in performance between neurons arising from both mismatch in fabrication and inhomogeneities in the electronic design.