Quantum Inspired High Dimensional Conceptual Space as KID Model for Elderly Assistance

Ishwarya, M. S.; Cherukuri, Aswani Kumar

doi:10.1007/978-3-030-16660-1_10

Cited by 2 publications

(1 citation statement)

References 22 publications

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“…It is essential for the cognitive systems to establish cognitive relation on the information learned for intelligent behaviour of the system [30], [31]. Further, a quantum theories based conceptual spaces has been proposed for the application of elderly assistance [32]. In order to distinguish a real world object, it is essential model the similarity relation by understanding their similarities and the difference [33], [34].…”

Section: Introductionmentioning

confidence: 99%

Modeling Cognitive Functionalities of Prosthetic Arm using Conceptual Spaces

Ishwarya¹,

Cherukuri²

2019

JAMRIS

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Conceptual space framework is used for representing knowledge in cognitive systems. In this paper, we have adapted conceptual space framework for prosthetic arm considering its cognitive abilities such as receiving signals, recognizing and decoding the signal and responding with the corresponding action in order to develop a conceptual space of the prosthetic arm. Cognitive functionalities such as learning, memorizing and distinguishing configurations of prosthetic arm are achieved via its conceptual space. To our knowledge, this work is the first attempt to adapt the conceptual spaces to model cognitive functionalities of prosthetic arm. Adding to this, we have made use of different notion of concept that reflects the topological structure in concepts. To model the actions of the prosthetic arm functionalities, we have made use of force patterns to represent action. Similarly, to model the distinguishing ability, we make use of the relationship between the attributes conveyed by adapted different notion of concept.

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Section: Introductionmentioning

confidence: 99%

Modeling Cognitive Functionalities of Prosthetic Arm using Conceptual Spaces

Ishwarya¹,

Cherukuri²

2019

JAMRIS

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Concept Formation and Quantum-like Probability from Nonlocality in Cognition

Gunji

Haruna

2022

Cogn Comput

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Human decision-making is relevant for concept formation and cognitive illusions. Cognitive illusions can be explained by quantum probability, while the reason for introducing quantum mechanics is based on ad hoc bounded rationality (BR). Concept formation can be explained in a set-theoretic way, although such explanations have not been extended to cognitive illusions. We naturally expand the idea of BR to incomplete BR and introduce the key notion of nonlocality in cognition without any attempts on quantum theory. We define incomplete bounded rationality and nonlocality as a binary relation, construct a lattice from the relation by using a rough-set technique, and define probability in concept formation. By using probability defined in concept formation, we describe various cognitive illusions, such as the guppy effect, conjunction fallacy, order effect, and so on. It implies that cognitive illusions can be explained by changes in the probability space relevant to concept formation.

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Quantum Inspired High Dimensional Conceptual Space as KID Model for Elderly Assistance

Cited by 2 publications

References 22 publications

Modeling Cognitive Functionalities of Prosthetic Arm using Conceptual Spaces

Modeling Cognitive Functionalities of Prosthetic Arm using Conceptual Spaces

Concept Formation and Quantum-like Probability from Nonlocality in Cognition

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