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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...
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...
The Handbook of Brain Theory and Neural Networks.
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.
Parsing Natural Scenes and Natural Language with Recursive Neural Networks
Natural Scenes Natural Language Recursive Neural Networks
2015/6/12
Recursive structure is commonly found in the inputs of different modalities such as natural scene images or natural language sentences. Discovering this recursive structure helps us to not only identi...
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...