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Integrating probabilistic models of perception and interactive neural networks: a historical and tutorial review
interactive activation context in perception neural networks probabilistic computation generative models
2015/6/23
This article seeks to establish a rapprochement between explicitly Bayesian models of contextual effects in perception and neural network models of such effects, particularly the connectionist interac...
Interactive Activation and Mutual Constraint Satisfaction in Perception and Cognition
Perception Interactive activation Parallel distributed processing Connectionist models Optimal perceptual inference Neural networks
2015/6/23
In a seminal 1977 article, Rumelhart argued that perception required the simultaneous use of multiple sources of information, allowing perceivers to optimally interpret sensory information at many lev...
Toward a theory of information processing in graded,random,interactive networks
information processing in graded random interactive networks
2015/6/19
Toward a theory of information processing in graded,random,interactive networks.