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Evaluation of Goaf Stability Based on Transfer Learning Theory of Artificial Intelligence [PDF]

open access: goldIEEE Access, 2019
Current artificial intelligence models for evaluating goaf stability in underground metal mines need a large amount of sample data for training, and their accuracy declines with small sample size. With the aim of solving this problem, this paper proposes
Yaguang Qin   +4 more
doaj   +2 more sources

On Solutions and Stability of Stochastic Functional Equations Emerging in Psychological Theory of Learning [PDF]

open access: goldAxioms, 2022
We show how to apply the well-known fixed-point approach in the study of the existence, uniqueness, and stability of solutions to some particular types of functional equations. Moreover, we also obtain the Ulam stability result for them.
Ali Turab, Janusz Brzdęk, Wajahat Ali
doaj   +2 more sources

The impact of cognitive schema on learning transfer ability and stability of classical Chinese poetry. [PDF]

open access: yesPLoS ONE
Classical Chinese poetry is a condensed vessel of Chinese culture, bearing the core ethos of history, philosophy, and ethics. The symbolic imagery system in poetry facilitates the construction of cognitive schemata, thereby advancing transfer learning ...
Dawei Liu, Ping He, Huifen Yan
doaj   +2 more sources

Dissipative stability theory for linear repetitive processes with application in iterative learning control [PDF]

open access: green, 2009
This paper develops a new set of necessary and sufficient conditions for the stability of linear repetitive processes, based on a dissipative setting for analysis.
Wojuech Paszke   +3 more
openalex   +5 more sources

Lyapunov theory demonstrating a fundamental limit on the speed of systems consolidation [PDF]

open access: yesPhysical Review Research
This article is part of the Physical Review Research collection titled Physics of Neuroscience. The nervous system reorganizes memories from an early site to a late site, a commonly observed feature of learning and memory systems known as systems ...
Alireza Alemi   +2 more
doaj   +2 more sources

A Solution of a General Functional Equation Involved in Psychological Theory of Learning and Stability Results

open access: goldInternational Journal of Analysis and Applications, 2023
The psychological learning theory (PLT) in the formation of moral verdict is represented by the choice-practice paradigm. It involves weighing the effects of various options and choosing one to put into practice.
Doha A. Kattan, Hasanen A. Hammad
doaj   +3 more sources

Mental models vs cell schemes [PDF]

open access: yesInvestigações em Ensino de Ciências, 2002
Student's mental representations of cell are examined from the perspectives of Johnson-Laird's mental models theory five years after instruction. The observed identity and stability of such representations are then interpreted under the framework of ...
Mª Luz Rodríguez Palmero   +1 more
doaj   +3 more sources

Designing stable neural identifier based on Lyapunov method [PDF]

open access: yesJournal of Artificial Intelligence and Data Mining, 2015
The stability of learning rate in neural network identifiers and controllers is one of the challenging issues which attracts great interest from researchers of neural networks.
F. Alibakhshi   +3 more
doaj   +1 more source

COVID-19: Data-Driven Mean-Field-Type Game Perspective

open access: yesGames, 2020
In this article, a class of mean-field-type games with discrete-continuous state spaces is considered. We establish Bellman systems which provide sufficiency conditions for mean-field-type equilibria in state-and-mean-field-type feedback form.
Hamidou Tembine
doaj   +1 more source

Towards a Unified Theory of Learning and Information

open access: yesEntropy, 2020
In this paper, we introduce the notion of “learning capacity” for algorithms that learn from data, which is analogous to the Shannon channel capacity for communication systems.
Ibrahim Alabdulmohsin
doaj   +1 more source

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