Search results for "equivalence classes"

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Color and Timbre Gestures: An Approach with Bicategories and Bigroupoids

2022

White light can be decomposed into different colors, and a complex sound wave can be decomposed into its partials. While the physics behind transverse and longitudinal waves is quite different and several theories have been developed to investigate the complexity of colors and timbres, we can try to model their structural similarities through the language of categories. Then, we consider color mixing and color transition in painting, comparing them with timbre superposition and timbre morphing in orchestration and computer music in light of bicategories and bigroupoids. Colors and timbres can be a probe to investigate some relevant aspects of visual and auditory perception jointly with thei…

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniSettore MAT/02 - Algebracross-modal correspondences; equivalence classes; category theory; bicategories; complexitySettore INF/01 - InformaticaGeneral MathematicsComputer Science (miscellaneous)Bicategories Category theory Complexity Cross-modal correspondences Equivalence classesSettore MAT/04 - Matematiche ComplementariEngineering (miscellaneous)Mathematics; Volume 10; Issue 4; Pages: 663
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A Neurocomputational Approach to Trained and Transitive Relations in Equivalence Classes

2017

A stimulus class can be composed of perceptually different but functionally equivalent stimuli. The relations between the stimuli that are grouped in a class can be learned or derived from other stimulus relations. If stimulus A is equivalent to B, and B is equivalent to C, then the equivalence between A and C can be derived without explicit training. In this work we propose, with a neurocomputational model, a basic learning mechanism for the formation of equivalence. We also describe how the relatedness between the members of an equivalence class is developed for both trained and derived stimulus relations. Three classic studies on stimulus equivalence are simulated covering typical and at…

Stimulus equivalencePure mathematicslcsh:BF1-990Stimulus (physiology)Machine learningcomputer.software_genre03 medical and health sciencesBasic learning0302 clinical medicinePsychology0501 psychology and cognitive sciences050102 behavioral science & comparative psychologyNodal distanceEquivalence classGeneral PsychologyOriginal ResearchTransitive relationQuantitative Biology::Neurons and Cognitionbusiness.industryneurocomputational modelequivalence classes05 social sciencestransitive relationscategorizationlcsh:PsychologyHebbian theoryCategorizationArtificial intelligenceHebbian learningbusinessPsychologycomputer030217 neurology & neurosurgeryFrontiers in Psychology
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