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A novel approach identifies the first transcriptome networks in bats: a new genetic model for vocal communication
Periaqueductal gray Vocal communication Glutamate signaling
2015/12/21
Bats are able to employ an astonishingly complex vocal repertoire for navigating their environment
and conveying social information. A handful of species also show evidence for vocal learning, an ext...
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.
Toward a theory of information processing in graded,random,interactive networks
information processing in graded random interactive networks
2015/6/19
Toward a theory of information processing in graded,random,interactive networks.
Learning continuous probability distributions with symmetric diffusion networks
continuous probability distributions symmetric diffusion networks
2015/6/19
Learning continuous probability distributions with symmetric diffusion networks.
Graded state machines:The representation of temporal contingencies in simple recurrent networks
Graded state machines temporal contingencies simple recurrent networks
2015/6/19
Graded state machines:The representation of temporal contingencies in simple recurrent networks.
Finite state automata and simple recurrent networks
Finite state automata simple recurrent networks
2015/6/19
Finite state automata and simple recurrent networks.
Encoding sequential structure in simple recurrent networks
Encoding sequential recurrent networks
2015/6/19
Encoding sequential structure in simple recurrent networks.
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...
Richness of information about novel words influences how episodic and semantic memory networks interact during lexicalization
Lexical acquisition fMRI Associative memory Complementary learning systems Overnight consolidation
2015/5/6
The complementary learning systems account of declarative memory suggests two distinct memory networks, a fast-mapping, episodic system involving the hippocampus, and a slower semantic memory system d...
Nodes and networks in the neural architecture for language: Broca’s region and beyond
Nodes networks neural architecture Broca’s region and beyond
2015/5/5
Current views on the neurobiological underpinnings oflanguage are discussed that deviate in a number of ways from the classical Wernicke–Lichtheim–Geschwind model. More areas than Broca’s and Wernicke...
Molecular networks implicated in speech-related disorders: FOXP2 regulates the SRPX2/uPAR complex
Molecular networks implicated speech-related disorders FOXP2 regulates SRPX2/uPAR complex
2015/4/9
It is a challenge to identify the molecular networks contributing to the neural basis of human speech. Mutations in transcription factor FOXP2 cause difficulties mastering fluent speech (developmental...