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Neural coding

Known as: Population code, Independent-spike encoding, Neuroelectrodynamics 
Neural coding is a neuroscience related field concerned with characterizing the relationship between the stimulus and the individual or ensemble… Expand
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Papers overview

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Highly Cited
2010
Highly Cited
2010
The traditional SPM approach based on bag-of-features (BoF) requires nonlinear classifiers to achieve good image classification… Expand
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Highly Cited
2010
Highly Cited
2010
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a… Expand
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Highly Cited
2009
Highly Cited
2009
Sparse coding---that is, modelling data vectors as sparse linear combinations of basis elements---is widely used in machine… Expand
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Highly Cited
2009
Highly Cited
2009
This paper introduces a new method for semi-supervised learning on high dimensional nonlinear manifolds, which includes a phase… Expand
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Highly Cited
2006
Highly Cited
2006
Sparse coding provides a class of algorithms for finding succinct representations of stimuli; given only unlabeled input data, it… Expand
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Highly Cited
2002
Highly Cited
2002
  • Patrik O. Hoyer
  • Proceedings of the 12th IEEE Workshop on Neural…
  • 2002
  • Corpus ID: 6386670
Non-negative sparse coding is a method for decomposing multivariate data into non-negative sparse components. We briefly describe… Expand
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Highly Cited
2002
Highly Cited
2002
Multiple-antenna systems that operate at high rates require simple yet effective space-time transmission schemes to handle the… Expand
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Highly Cited
1998
Highly Cited
1998
Multipath signal propagation has long been viewed as an impairment to reliable communication in wireless channels. This paper… Expand
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Highly Cited
1994
Highly Cited
1994
A number of recent attempts have been made to describe early sensory coding in terms of a general information processing strategy… Expand
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Highly Cited
1984
Highly Cited
1984
Data stored on disks and tapes or transferred over communications links in commercial computer systems generally contains… Expand
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