Stochastic Pooling Networks

Mark D. McDonnell, Pierre-Olivier Amblard, Nigel G. Stocks

We introduce and define the concept of a stochastic pooling network (SPN), as a model for sensor systems where redundancy and two forms of 'noise' -- lossy compression and randomne…