Emergence of simple-cell receptive field properties by learning a sparse code for natural images.
about
Surround suppression and sparse coding in visual and barrel corticesAn efficient coding hypothesis links sparsity and selectivity of neural responses.What is stochastic resonance? Definitions, misconceptions, debates, and its relevance to biologyInvariance of visual operations at the level of receptive fieldsNetwork connections that evolve to circumvent the inverse optics problemSignificance testing as perverse probabilistic reasoning.Independent component analysis of natural image sequences yields spatio-temporal filters similar to simple cells in primary visual cortexStatistical model of natural stimuli predicts edge-like pooling of spatial frequency channels in V2Cortical sensitivity to visual features in natural scenesActive inference and learningToward functional classification of neuronal typesSaliency and saccade encoding in the frontal eye field during natural scene search.Arousal and locomotion make distinct contributions to cortical activity patterns and visual encoding.A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes.Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy PrincipleRefinement and Pattern Formation in Neural Circuits by the Interaction of Traveling Waves with Spike-Timing Dependent PlasticityPush-Pull Receptive Field Organization and Synaptic Depression: Mechanisms for Reliably Encoding Naturalistic Stimuli in V1.A corticothalamic circuit model for sound identification in complex scenes.Spatially pooled contrast responses predict neural and perceptual similarity of naturalistic image categoriesStereopsis is adaptive for the natural environment.Top-down models in biology: explanation and control of complex living systems above the molecular levelComplex receptive fields in primary visual cortexA theory of cortical responsesNeuroscience: friends and grandmothersToward an Integration of Deep Learning and NeuroscienceAuditory-induced neural dynamics in sensory-motor circuitry predict learned temporal and sequential statistics of birdsong.The Southampton-York Natural Scenes (SYNS) dataset: Statistics of surface attitudeBeauty is in the efficient coding of the beholderComputer vision cracks the leaf codeMulti-scale compositionality: identifying the compositional structures of social dynamics using deep learningSelective and efficient neural coding of communication signals depends on early acoustic and social environmentVisual representation determines search difficulty: explaining visual search asymmetriesFree-energy and the brainVirtual Neurorobotics (VNR) to Accelerate Development of Plausible Neuromorphic Brain ArchitecturesHow behavioral constraints may determine optimal sensory representations.Efficient coding in human auditory perception.Efficient coding of spatial information in the primate retina.Nonlinear and noisy extension of independent component analysis: theory and its application to a pitch sensation model.A New Approach to Model Pitch Perception Using Sparse CodingPredictive Ensemble Decoding of Acoustical Features Explains Context-Dependent Receptive Fields.
P2860
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P2860
Emergence of simple-cell receptive field properties by learning a sparse code for natural images.
description
1996 nî lūn-bûn
@nan
1996 թուականի Յունիսին հրատարակուած գիտական յօդուած
@hyw
1996 թվականի հունիսին հրատարակված գիտական հոդված
@hy
1996年の論文
@ja
1996年論文
@yue
1996年論文
@zh-hant
1996年論文
@zh-hk
1996年論文
@zh-mo
1996年論文
@zh-tw
1996年论文
@wuu
name
Emergence of simple-cell recep ...... parse code for natural images.
@ast
Emergence of simple-cell recep ...... parse code for natural images.
@en
Emergence of simple-cell recep ...... parse code for natural images.
@nl
type
label
Emergence of simple-cell recep ...... parse code for natural images.
@ast
Emergence of simple-cell recep ...... parse code for natural images.
@en
Emergence of simple-cell recep ...... parse code for natural images.
@nl
prefLabel
Emergence of simple-cell recep ...... parse code for natural images.
@ast
Emergence of simple-cell recep ...... parse code for natural images.
@en
Emergence of simple-cell recep ...... parse code for natural images.
@nl
P356
P1433
P1476
Emergence of simple-cell recep ...... parse code for natural images.
@en
P2093
Olshausen BA
P2888
P304
P356
10.1038/381607A0
P407
P577
1996-06-01T00:00:00Z
P5875
P6179
1041252974