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Learning and Consolidation as Re-representation: Revising the Meaning of Memory. / Wiggins, Geraint A.; Sanjekdar, Abdelrahman.

In: Frontiers in Psychology, Vol. 10, No. APR, 802, 30.04.2019, p. 802.

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Wiggins, Geraint A. ; Sanjekdar, Abdelrahman. / Learning and Consolidation as Re-representation: Revising the Meaning of Memory. In: Frontiers in Psychology. 2019 ; Vol. 10, No. APR. pp. 802.

BibTeX

@article{454305145f204231890ace5d5fdf7bf2,
title = "Learning and Consolidation as Re-representation: Revising the Meaning of Memory",
abstract = "In this Hypothesis and Theory paper, we consider the problem of learning deeply structured knowledge representations in the absence of predefined ontologies, and in the context of long-term learning. In particular, we consider this process as a sequence of re-representation steps, of various kinds. The Information Dynamics of Thinking theory (IDyOT) admits such learning, and provides a hypothetical mechanism for the human-like construction of hierarchical memory, with the provision of symbols constructed by the system that embodies the theory. The combination of long-term learning and meaning construction in terms of symbols grounded in perceptual experience entails that the system, like a human, be capable of memory consolidation, to manage the complex and inconsistent structures that can result from learning of information that becomes more complete over time. Such consolidation changes memory structures, and thus changes their meaning. Therefore, memory consolidation entails re-representation, while re-representation entails changes of meaning. Ultimately, the theory proposes that the processes of learning and consolidation should be considered as repeated re-representation of what is learned.",
keywords = "Creativity, Information dynamics, Meaning construction, Memory consolidation, Re-representation",
author = "Wiggins, {Geraint A.} and Abdelrahman Sanjekdar",
year = "2019",
month = "4",
day = "30",
doi = "10.3389/fpsyg.2019.00802",
language = "English",
volume = "10",
pages = "802",
journal = "Frontiers in Psychology",
issn = "1664-1078",
publisher = "Frontiers Media S.A.",
number = "APR",

}

RIS

TY - JOUR

T1 - Learning and Consolidation as Re-representation: Revising the Meaning of Memory

AU - Wiggins, Geraint A.

AU - Sanjekdar, Abdelrahman

PY - 2019/4/30

Y1 - 2019/4/30

N2 - In this Hypothesis and Theory paper, we consider the problem of learning deeply structured knowledge representations in the absence of predefined ontologies, and in the context of long-term learning. In particular, we consider this process as a sequence of re-representation steps, of various kinds. The Information Dynamics of Thinking theory (IDyOT) admits such learning, and provides a hypothetical mechanism for the human-like construction of hierarchical memory, with the provision of symbols constructed by the system that embodies the theory. The combination of long-term learning and meaning construction in terms of symbols grounded in perceptual experience entails that the system, like a human, be capable of memory consolidation, to manage the complex and inconsistent structures that can result from learning of information that becomes more complete over time. Such consolidation changes memory structures, and thus changes their meaning. Therefore, memory consolidation entails re-representation, while re-representation entails changes of meaning. Ultimately, the theory proposes that the processes of learning and consolidation should be considered as repeated re-representation of what is learned.

AB - In this Hypothesis and Theory paper, we consider the problem of learning deeply structured knowledge representations in the absence of predefined ontologies, and in the context of long-term learning. In particular, we consider this process as a sequence of re-representation steps, of various kinds. The Information Dynamics of Thinking theory (IDyOT) admits such learning, and provides a hypothetical mechanism for the human-like construction of hierarchical memory, with the provision of symbols constructed by the system that embodies the theory. The combination of long-term learning and meaning construction in terms of symbols grounded in perceptual experience entails that the system, like a human, be capable of memory consolidation, to manage the complex and inconsistent structures that can result from learning of information that becomes more complete over time. Such consolidation changes memory structures, and thus changes their meaning. Therefore, memory consolidation entails re-representation, while re-representation entails changes of meaning. Ultimately, the theory proposes that the processes of learning and consolidation should be considered as repeated re-representation of what is learned.

KW - Creativity

KW - Information dynamics

KW - Meaning construction

KW - Memory consolidation

KW - Re-representation

UR - http://www.scopus.com/inward/record.url?scp=85067391565&partnerID=8YFLogxK

U2 - 10.3389/fpsyg.2019.00802

DO - 10.3389/fpsyg.2019.00802

M3 - Article

C2 - 31114518

VL - 10

SP - 802

JO - Frontiers in Psychology

JF - Frontiers in Psychology

SN - 1664-1078

IS - APR

M1 - 802

ER -

ID: 45650280