Synaptic and Nonsynaptic Plasticity Approximating Probabilistic Inference

Synaptic and Nonsynaptic Plasticity Approximating Probabilistic Inference

The brain stores and retrieves information by initiating cascades of molecular changes that lead to a diverse repertoire of dynamical phenomena at higher levels of processing. Hebbian plasticity, neuromodulation, and homeostatic synaptic and intrinsic excitability all conspire to form and maintain m...

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Bibliographic Details
Main Authors: Philip Joseph Tully, Matthias H Hennig, Anders eLansner
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-04-01
Series:Frontiers in Synaptic Neuroscience
Subjects:
synaptic plasticity and memory modeling
bayes rule
Hebbian Learning
intrinsic excitability
Naive Bayes classifier
spiking neural networks
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnsyn.2014.00008/full

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