prediabetes 发表于 2025-3-25 04:40:31

Haiping Huangs for confronting models with data for the study of pattern-process linkages, bringing together divergent empirical and modelling methodologies to provide a fully integrated understanding of land degradation in978-94-007-9961-5978-94-007-5727-1

能得到 发表于 2025-3-25 07:38:36

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混合 发表于 2025-3-25 13:26:12

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老人病学 发表于 2025-3-25 15:51:38

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腐蚀 发表于 2025-3-25 21:47:10

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独轮车 发表于 2025-3-26 02:49:40

Spin Glass Models and Cavity Method,these models belong to the category of multi-spin interaction models, originally studied in physics, later widely explored in the context of optimization problems in computer science, machine learning and computational neuroscience.

提名 发表于 2025-3-26 07:36:38

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落叶剂 发表于 2025-3-26 11:00:15

Statistical Mechanics of Restricted Boltzmann Machine,til a very recent work (Huang in Phys. Rev. E 102:030301(R), 2020 [.]). Training RBMs plays an important role at the early stage of deep learning (Bengio et al. in Advances in Neural Information Processing Systems, pp. 153–160, 2007 [.]).

北极人 发表于 2025-3-26 16:36:16

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枯燥 发表于 2025-3-26 18:51:01

Mean-Field Theory of Dimension Reduction,duce a framework based on mean-field theory to analyze the dimension reduction of data representation across layers (Huang in Phys. Rev. E 98:062313, 2018 [.]; Zhou and Huang in Phys. Rev. E 103:012315, 2021 [.]).
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查看完整版本: Titlebook: Statistical Mechanics of Neural Networks; Haiping Huang Book 2021 Higher Education Press 2021 Unsupervised Learning.Mean-field Theory.Cavi