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In this chapter, we focus on aspects of the hardware implementation of the Bayesian inference framework within the George and Hawkins’ computational model of the visual cortex. This framework is based on Judea Pearl’s Belief Propagation. We then present a “hardware design space exploration” methodology for implementing and analyzing the (digital and mixed-signal) hardware for the Bayesian (polytree)...
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