Role of the site of synaptic competition and the balance of learning forces for Hebbian encoding of probabilistic Markov sequences

The majority of distinct sensory and motor events occur as temporally ordered sequences with rich probabilistic structure. Sequences can be characterized by the probability of transitioning from the current state to upcoming states (forward probability), as well as the probability of having transiti...

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Bibliographic Details
Main Authors: Kristofer E Bouchard, Surya eGanguli, Michael S. Brainard
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-07-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2015.00092/full