Noise abatement is the key problem of small-scaled circuit design. New computational paradigms are needed - as these circuits shrink, they become very vulnerable to noise and soft errors. This volume presents a probabilistic computation framework for improving the resiliency of logic gates and circuits under random conditions induced by voltage or current fluctuation.