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 mixed-mode vlsi neuron


Minimising Contrastive Divergence in Noisy, Mixed-mode VLSI Neurons

Neural Information Processing Systems

This paper presents VLSI circuits with continuous-valued proba- bilistic behaviour realized by injecting noise into each computing unit(neuron). Interconnecting the noisy neurons forms a Contin- uous Restricted Boltzmann Machine (CRBM), which has shown promising performance in modelling and classifying noisy biomed- ical data.