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Times Cited: 185
Times Cited: 185
Times Cited
Times Co-cited
Similarity
Emergence of simple-cell receptive field properties by learning a sparse code for natural images.
B A Olshausen, D J Field. Nature 1996
B A Olshausen, D J Field. Nature 1996
46
The "independent components" of natural scenes are edge filters.
A J Bell, T J Sejnowski. Vision Res 1997
A J Bell, T J Sejnowski. Vision Res 1997
31
Sparse coding with an overcomplete basis set: a strategy employed by V1?
B A Olshausen, D J Field. Vision Res 1997
B A Olshausen, D J Field. Vision Res 1997
30
A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields.
Martin Rehn, Friedrich T Sommer. J Comput Neurosci 2007
Martin Rehn, Friedrich T Sommer. J Comput Neurosci 2007
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Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs.
H Markram, J Lübke, M Frotscher, B Sakmann. Science 1997
H Markram, J Lübke, M Frotscher, B Sakmann. Science 1997
18
Sparse coding and decorrelation in primary visual cortex during natural vision.
W E Vinje, J L Gallant. Science 2000
W E Vinje, J L Gallant. Science 2000
16
Receptive fields, binocular interaction and functional architecture in the cat's visual cortex.
D H HUBEL, T N WIESEL. J Physiol 1962
D H HUBEL, T N WIESEL. J Physiol 1962
16
An information-maximization approach to blind separation and blind deconvolution.
A J Bell, T J Sejnowski. Neural Comput 1995
A J Bell, T J Sejnowski. Neural Comput 1995
16
Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex.
E L Bienenstock, L N Cooper, P W Munro. J Neurosci 1982
E L Bienenstock, L N Cooper, P W Munro. J Neurosci 1982
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Independent component analysis in spiking neurons.
Cristina Savin, Prashant Joshi, Jochen Triesch. PLoS Comput Biol 2010
Cristina Savin, Prashant Joshi, Jochen Triesch. PLoS Comput Biol 2010
32
A sparse coding model with synaptically local plasticity and spiking neurons can account for the diverse shapes of V1 simple cell receptive fields.
Joel Zylberberg, Jason Timothy Murphy, Michael Robert DeWeese. PLoS Comput Biol 2011
Joel Zylberberg, Jason Timothy Murphy, Michael Robert DeWeese. PLoS Comput Biol 2011
27
A simple Hebbian/anti-Hebbian network learns the sparse, independent components of natural images.
Michael S Falconbridge, Robert L Stamps, David R Badcock. Neural Comput 2006
Michael S Falconbridge, Robert L Stamps, David R Badcock. Neural Comput 2006
57
Independent component filters of natural images compared with simple cells in primary visual cortex.
J H van Hateren, A van der Schaaf. Proc Biol Sci 1998
J H van Hateren, A van der Schaaf. Proc Biol Sci 1998
14
14
Natural image statistics and neural representation.
E P Simoncelli, B A Olshausen. Annu Rev Neurosci 2001
E P Simoncelli, B A Olshausen. Annu Rev Neurosci 2001
13
Sparse coding via thresholding and local competition in neural circuits.
Christopher J Rozell, Don H Johnson, Richard G Baraniuk, Bruno A Olshausen. Neural Comput 2008
Christopher J Rozell, Don H Johnson, Richard G Baraniuk, Bruno A Olshausen. Neural Comput 2008
16
Inhibitory interneurons decorrelate excitatory cells to drive sparse code formation in a spiking model of V1.
Paul D King, Joel Zylberberg, Michael R DeWeese. J Neurosci 2013
Paul D King, Joel Zylberberg, Michael R DeWeese. J Neurosci 2013
22
Spatial structure and symmetry of simple-cell receptive fields in macaque primary visual cortex.
Dario L Ringach. J Neurophysiol 2002
Dario L Ringach. J Neurophysiol 2002
11
Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type.
G Q Bi, M M Poo. J Neurosci 1998
G Q Bi, M M Poo. J Neurosci 1998
11
Connectivity reflects coding: a model of voltage-based STDP with homeostasis.
Claudia Clopath, Lars Büsing, Eleni Vasilaki, Wulfram Gerstner. Nat Neurosci 2010
Claudia Clopath, Lars Büsing, Eleni Vasilaki, Wulfram Gerstner. Nat Neurosci 2010
11
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.
R P Rao, D H Ballard. Nat Neurosci 1999
R P Rao, D H Ballard. Nat Neurosci 1999
11
Homeostatic plasticity in the developing nervous system.
Gina G Turrigiano, Sacha B Nelson. Nat Rev Neurosci 2004
Gina G Turrigiano, Sacha B Nelson. Nat Rev Neurosci 2004
10
Sparse representation of sounds in the unanesthetized auditory cortex.
Tomás Hromádka, Michael R Deweese, Anthony M Zador. PLoS Biol 2008
Tomás Hromádka, Michael R Deweese, Anthony M Zador. PLoS Biol 2008
10
How does the brain solve visual object recognition?
James J DiCarlo, Davide Zoccolan, Nicole C Rust. Neuron 2012
James J DiCarlo, Davide Zoccolan, Nicole C Rust. Neuron 2012
10
An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex.
J P Jones, L A Palmer. J Neurophysiol 1987
J P Jones, L A Palmer. J Neurophysiol 1987
9
Neural networks and physical systems with emergent collective computational abilities.
J J Hopfield. Proc Natl Acad Sci U S A 1982
J J Hopfield. Proc Natl Acad Sci U S A 1982
9
Receptive fields of single neurones in the cat's striate cortex.
D H HUBEL, T N WIESEL. J Physiol 1959
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9
The "wake-sleep" algorithm for unsupervised neural networks.
G E Hinton, P Dayan, B J Frey, R M Neal. Science 1995
G E Hinton, P Dayan, B J Frey, R M Neal. Science 1995
8
Self-organization of orientation sensitive cells in the striate cortex.
C von der Malsburg. Kybernetik 1973
C von der Malsburg. Kybernetik 1973
8
Competitive Hebbian learning through spike-timing-dependent synaptic plasticity.
S Song, K D Miller, L F Abbott. Nat Neurosci 2000
S Song, K D Miller, L F Abbott. Nat Neurosci 2000
8
Spike timing-dependent plasticity: a Hebbian learning rule.
Natalia Caporale, Yang Dan. Annu Rev Neurosci 2008
Natalia Caporale, Yang Dan. Annu Rev Neurosci 2008
8
Distributed hierarchical processing in the primate cerebral cortex.
D J Felleman, D C Van Essen. Cereb Cortex 1991
D J Felleman, D C Van Essen. Cereb Cortex 1991
8
12
A simple coding procedure enhances a neuron's information capacity.
S Laughlin. Z Naturforsch C Biosci 1981
S Laughlin. Z Naturforsch C Biosci 1981
7
Reducing the dimensionality of data with neural networks.
G E Hinton, R R Salakhutdinov. Science 2006
G E Hinton, R R Salakhutdinov. Science 2006
7
Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks.
T P Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner. Science 2011
T P Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner. Science 2011
7
Canonical microcircuits for predictive coding.
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
7
A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data.
Cengiz Pehlevan, Tao Hu, Dmitri B Chklovskii. Neural Comput 2015
Cengiz Pehlevan, Tao Hu, Dmitri B Chklovskii. Neural Comput 2015
33
Independent component analysis applied to feature extraction from colour and stereo images.
P O Hoyer, A Hyvärinen. Network 2000
P O Hoyer, A Hyvärinen. Network 2000
7
6
Single units and sensation: a neuron doctrine for perceptual psychology?
H B Barlow. Perception 1972
H B Barlow. Perception 1972
6
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