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Sparse coding with an overcomplete basis set: A strategy employed by V1?

著者: Bruno A. Olshausen, David J. Field - Vision Research 1997 被引用: 3,720

Relations between thestatistics of natural…Relations between the statistics of natural images and the response properties of cortical cellsForming sparserepresentations by loca…Forming sparse representations by local anti-Hebbian learningCould information theoryprovide an ecological…Could information theory provide an ecological theory of sensory processing?What Is the Goal ofSensory Coding?What Is the Goal of Sensory Coding?Aninformation-maximizatio…An information-maximization approach to blind separation and blind deconvolutionThe Helmholtz machineThe Helmholtz machineTemporal decorrelation:a theory of lagged and…Temporal decorrelation: a theory of lagged and nonlagged responses in the lateral geniculate nucleusA New Learning Algorithmfor Blind Signal…A New Learning Algorithm for Blind Signal SeparationEmergence of simple-cellreceptive field…Emergence of simple-cell receptive field properties by learning a sparse code for natural imagesNatural image statisticsand efficient codingNatural image statistics and efficient codingEfficient Coding ofNatural Scenes in the…Efficient Coding of Natural Scenes in the Lateral Geniculate Nucleus: Experimental Test of a Computational TheoryDevelopment of lowentropy coding in a…Development of low entropy coding in a recurrent networkDynamic Model of VisualRecognition Predicts…Dynamic Model of Visual Recognition Predicts Neural Response Properties in the Visual CortexSparse Components ofImages and Optimal…Sparse Components of Images and Optimal Atomic DecompositionsIndependent ComponentAnalysis: Principles an…Independent Component Analysis: Principles and PracticeIndependent ComponentAnalysis of Temporal…Independent Component Analysis of Temporal Sequences Subject to Constraints by Lateral Geniculate Nucleus Inputs Yields All the Three Major Cell Types of the Primary Visual CortexReceptive fieldstructure of neurons in…Receptive field structure of neurons in monkey primary visual cortex revealed by stimulation with natural image sequencesStatistical Modeling ofPhotographic ImagesStatistical Modeling of Photographic ImagesOnline dictionarylearning for sparse…Online dictionary learning for sparse codingRole of Homeostasis inLearning Sparse…Role of Homeostasis in Learning Sparse RepresentationsDeep Sparse RectifierNeural NetworksDeep Sparse Rectifier Neural NetworksHigh-Performance NeuralNetworks for Visual…High-Performance Neural Networks for Visual Object ClassificationNeural associativememories and sparse…Neural associative memories and sparse codingCultured CorticalNeurons Can Perform…Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy PrincipleSparse coding with anovercomplete basis set…Sparse coding with an overcomplete basis set: A strategy employed by V1?過去の参考文献中心の論文この論文を引用する論文古い新しい

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