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Free energy principle

Known as: Active inference, Free energy, The free energy principle 
The free energy principle tries to explain how (biological) systems maintain their order (non-equilibrium steady-state) by restricting themselves to… Expand
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
The free-energy principle in recent studies of brain theory and neuroscience models the perception and understanding of the… Expand
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2018
2018
Active inference algorithms that are used to extract behavioural models of software systems usually assume that the System Under… Expand
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Highly Cited
2017
Highly Cited
2017
Deep Learning has recently become hugely popular in machine learning for its ability to solve end-to-end learning systems, in… Expand
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2017
2017
Active inference is emerging as a possible unifying theory of perception and action in cognitive and computational neuroscience… Expand
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2017
2017
According to active inference (which subsumes the framework of predictive processing), action is enabled by a top-down modulation… Expand
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Highly Cited
2015
Highly Cited
2015
In this paper we propose a new no-reference (NR) image quality assessment (IQA) metric using the recently revealed free-energy… Expand
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2015
2015
Visual saliency can be thought of as the product of human brain activity. Most existing models were built upon local features or… Expand
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2015
2015
  • Buyu Liu, Xuming He
  • IEEE Conference on Computer Vision and Pattern…
  • 2015
  • Corpus ID: 1686900
We address the problem of integrating object reasoning with supervoxel labeling in multiclass semantic video segmentation. To… Expand
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Highly Cited
2013
Highly Cited
2013
In this paper, we introduce a novel just noticeable difference (JND) estimation model based on the unified brain theory, namely… Expand
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Highly Cited
2005
Highly Cited
2005
The presence of autocorrelation provides a strong motivation for using relational learning and inference techniques… Expand
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