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Commentary on Sanborn and Chater: Posterior Modes Are Attractor Basins
Posterior Modes Attractor Basins
2017/8/25
Sanborn and Chater [1] propose an interesting
theory of cognitive and brain function
based on Bayesian sampling instead
of asymptotic Bayesian inference. Their
proposal unifies many current observ...
Are Rules a Thing of the Past?:The Acquisition of Verbal Morphology by an Attractor Network
Thing of the Past Verbal Morphology Attractor Network
2015/6/19
This paper investigates the ability of a connectionist attractor network to learn a system analogous to part of the system of English verbal morphology. The model learned to produce phonological repre...
Generalization with Componential Attractors:Word and Nonword Reading in an Attractor Network
Generalization with Componential Attractors Word and Nonword Reading Attractor Network
2015/6/19
Networks that learn to make familiar activity patterns into stable attractors have proven useful in accounting for many aspects of normal and impaired cognition. However, their ability to generalize i...