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Political Ideology Detection Using Recursive Neural Networks
Political Ideology Recursive Neural Networks
2015/9/2
An individual’s words often reveal their political ideology. Existing automated techniques to identify ideology from text focus on bags of words or wordlists, ignoring syntax. Taking inspiration from ...
Learning hierarchical category structure in deep neural networks
neural networks hierarchical generative models semantic cognition learning dynamics
2015/6/23
Psychological experiments have revealed remarkable regularities in the developmental time course of cognition. Infants generally acquire broad categorical distinctions (i.e., plant/animal) before fine...
Comment:Neural networks and cognitive science:Motivations and applications
Neural networks cognitive science Motivations and applications
2015/6/19
Comment:Neural networks and cognitive science:Motivations and applications.
ARTIFICIAL GRAMMAR PROCESSING IN SPIKING NEURAL NETWORKS
Artificial grammar recognition Structured sequence processing Spiking neuron model Minicolumn architecture Reber grammar
2015/4/7
In this paper we explore the feasibility of artificial (formal) grammar recognition (AGR) using spiking neural networks. A biologically inspired minicolumn architecture is designed as the basic comput...