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- Bcpnn abstract "A Bayesian Confidence Neural Network (BCPNN) is an artificial neural network inspired by Bayes' theorem: node activations represent probability ("confidence") in the presence of input features or categories, synaptic weights are based on estimated correlations and the spread of activation corresponds to calculating posteriori probabilities. It was originally proposed by Anders Lansner and Örjan Ekeberg at KTH.The basic network is a feedforward neural network with continuous activation. This can be extended to include spiking units and hypercolumns, representing mutually exclusive or interval coded features. This network has been used for classification tasks and data mining, for example for discovery of adverse drug reactions. The units can also be connected as a recurrent neural network (losing the strict interpretation of their activations as probabilities) but becoming a possible abstract model of biological neural networks and memory.".
- Bcpnn wikiPageID "33025196".
- Bcpnn wikiPageRevisionID "632414925".
- Bcpnn hasPhotoCollection Bcpnn.
- Bcpnn subject Category:Artificial_neural_networks.
- Bcpnn type Abstraction100002137.
- Bcpnn type Communication100033020.
- Bcpnn type ComputerArchitecture106725249.
- Bcpnn type Description106724763.
- Bcpnn type Message106598915.
- Bcpnn type NeuralNetwork106725467.
- Bcpnn type NeuralNetworks.
- Bcpnn type Specification106725067.
- Bcpnn type Statement106722453.
- Bcpnn comment "A Bayesian Confidence Neural Network (BCPNN) is an artificial neural network inspired by Bayes' theorem: node activations represent probability ("confidence") in the presence of input features or categories, synaptic weights are based on estimated correlations and the spread of activation corresponds to calculating posteriori probabilities. It was originally proposed by Anders Lansner and Örjan Ekeberg at KTH.The basic network is a feedforward neural network with continuous activation.".
- Bcpnn label "Bcpnn".
- Bcpnn sameAs m.0h55p22.
- Bcpnn sameAs Q4875410.
- Bcpnn sameAs Q4875410.
- Bcpnn sameAs Bcpnn.
- Bcpnn wasDerivedFrom Bcpnn?oldid=632414925.
- Bcpnn isPrimaryTopicOf Bcpnn.