Statistical Mechanics of Neural Networks
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18

(FIVE YEARS 18)

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Published By Springer Singapore

9789811675690, 9789811675706

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Mean-Field Theory of Dimension Reduction

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_15 ◽

2021 ◽

pp. 227-251

Author(s):

Haiping Huang

Keyword(s):

Field Theory ◽

Dimension Reduction ◽

Mean Field Theory ◽

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Mean-Field Theory of Ising Perceptron

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_13 ◽

2021 ◽

pp. 195-212

Author(s):

Haiping Huang

Keyword(s):

Field Theory ◽

Mean Field Theory ◽

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Variational Mean-Field Theory and Belief Propagation

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_3 ◽

2021 ◽

pp. 17-31

Author(s):

Haiping Huang

Keyword(s):

Field Theory ◽

Belief Propagation ◽

Mean Field Theory ◽

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Perspectives

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_18 ◽

2021 ◽

pp. 291-296

Author(s):

Haiping Huang

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Spin Glass Models and Cavity Method

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_2 ◽

2021 ◽

pp. 5-15

Author(s):

Haiping Huang

Keyword(s):

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Replica Symmetry and Replica Symmetry Breaking

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_9 ◽

2021 ◽

pp. 99-109

Author(s):

Haiping Huang

Keyword(s):

Symmetry Breaking ◽

Replica Symmetry ◽

Replica Symmetry Breaking

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High-Temperature Expansion

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_5 ◽

2021 ◽

pp. 43-53

Author(s):

Haiping Huang

Keyword(s):

High Temperature ◽

Temperature Expansion ◽

High Temperature Expansion

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Statistical Mechanics of Restricted Boltzmann Machine

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_10 ◽

2021 ◽

pp. 111-132

Author(s):

Haiping Huang

Keyword(s):

Statistical Mechanics ◽

Restricted Boltzmann Machine ◽

Boltzmann Machine

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Inherent-Symmetry Breaking in Unsupervised Learning

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_12 ◽

2021 ◽

pp. 153-193

Author(s):

Haiping Huang

Keyword(s):

Symmetry Breaking ◽

Unsupervised Learning

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Random Energy Model

Statistical Mechanics of Neural Networks ◽

10.1007/978-981-16-7570-6_7 ◽

2021 ◽

pp. 59-62

Author(s):

Haiping Huang

Keyword(s):

Energy Model ◽

Random Energy Model ◽

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